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Mathematical logic



 
 
Mathematical logic is a subfield of mathematics
Mathematics

Mathematics is the study of quantity, structure, space, change, and related topics of pattern and form. Mathematicians seek out patterns whether found in numbers, space, natural science, computers, imaginary abstractions, or elsewhere....
  and logic
Logic

Logic is the study of the principles of valid demonstration and inference. Logic is a branch of philosophy, a part of the classical Trivium . The word derives from Greek language ?????? , fem....
 with close connections to computer science
Computer science

Computer science is the study of the theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems....
 and philosophical logic
Philosophical logic

Philosophical logic is the study of the more specifically philosophical aspects of logic. The term contrasts with philosophy of logic, metalogic, and mathematical logic; and since the development of mathematical logic in the late nineteenth century, it has come to include most of those topics traditionally treated by logic in gene...
. The field includes the mathematical study of logic
Logic

Logic is the study of the principles of valid demonstration and inference. Logic is a branch of philosophy, a part of the classical Trivium . The word derives from Greek language ?????? , fem....
 and the applications of formal logic to other areas of mathematics. The unifying themes in mathematical logic include the study of the expressive power of formal system
Formal system

In logic, a formal system consists of a formal language together with a deductive system which consists of a set of inference rules and/or axioms....
s and the deductive power of formal proof
Mathematical proof

In mathematics, a proof is a convincing demonstration that some mathematical statement is necessarily true. Proofs are obtained from deductive reasoning, rather than from inductive reasoning or empirical arguments....
 systems.

Mathematical logic is often divided into the subfields of set theory
Set theory

Set theory is the branch of mathematics that studies Set , which are collections of objects. Although any type of object can be collected into a set, set theory is applied most often to objects that are relevant to mathematics....
, model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
, recursion theory
Recursion theory

Recursion theory, also called computability theory, is a branch of mathematical logic that originated in the 1930s with the study of computable functions and Turing degrees....
, and proof theory
Proof theory

Proof theory is a branch of mathematical logic that represents Mathematical proofs as formal mathematical objects, facilitating their analysis by mathematical techniques....
 and constructive mathematics.






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Mathematical logic is a subfield of mathematics
Mathematics

Mathematics is the study of quantity, structure, space, change, and related topics of pattern and form. Mathematicians seek out patterns whether found in numbers, space, natural science, computers, imaginary abstractions, or elsewhere....
  and logic
Logic

Logic is the study of the principles of valid demonstration and inference. Logic is a branch of philosophy, a part of the classical Trivium . The word derives from Greek language ?????? , fem....
 with close connections to computer science
Computer science

Computer science is the study of the theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems....
 and philosophical logic
Philosophical logic

Philosophical logic is the study of the more specifically philosophical aspects of logic. The term contrasts with philosophy of logic, metalogic, and mathematical logic; and since the development of mathematical logic in the late nineteenth century, it has come to include most of those topics traditionally treated by logic in gene...
. The field includes the mathematical study of logic
Logic

Logic is the study of the principles of valid demonstration and inference. Logic is a branch of philosophy, a part of the classical Trivium . The word derives from Greek language ?????? , fem....
 and the applications of formal logic to other areas of mathematics. The unifying themes in mathematical logic include the study of the expressive power of formal system
Formal system

In logic, a formal system consists of a formal language together with a deductive system which consists of a set of inference rules and/or axioms....
s and the deductive power of formal proof
Mathematical proof

In mathematics, a proof is a convincing demonstration that some mathematical statement is necessarily true. Proofs are obtained from deductive reasoning, rather than from inductive reasoning or empirical arguments....
 systems.

Mathematical logic is often divided into the subfields of set theory
Set theory

Set theory is the branch of mathematics that studies Set , which are collections of objects. Although any type of object can be collected into a set, set theory is applied most often to objects that are relevant to mathematics....
, model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
, recursion theory
Recursion theory

Recursion theory, also called computability theory, is a branch of mathematical logic that originated in the 1930s with the study of computable functions and Turing degrees....
, and proof theory
Proof theory

Proof theory is a branch of mathematical logic that represents Mathematical proofs as formal mathematical objects, facilitating their analysis by mathematical techniques....
 and constructive mathematics. These areas share basic results on logic, particularly first-order logic
First-order logic

First-order logic is a formal deductive system used in mathematics, philosophy, linguistics, and computer science. It goes by many names, including: first-order predicate calculus , the lower predicate calculus, the language of first-order logic or predicate logic....
, and definability
Definable set

In mathematical logic, a definable set is an -ary relation on the domain of a structure whose elements are precisely those elements satisfying some formula in the language of the structure....
.

Since its inception, mathematical logic has contributed to, and has been motivated by, the study of foundations of mathematics
Foundations of mathematics

Foundations of mathematics is a term sometimes used for certain fields of mathematics, such as mathematical logic, axiomatic set theory, proof theory, model theory, and recursion theory....
. This study began in the late 19th century with the development of axiomatic
Axiomatic

* In mathematics, an axiomatic theory is one based on axioms.* Axiomatic is a collection of short stories by Greg Egan.* Axiomatic is a 2005 album by Australian band Taxiride....
 frameworks for geometry
Geometry

Geometry arose as the field of knowledge dealing with spatial relationships. Geometry was one of the two fields of pre-modern mathematics, the other being the study of numbers....
, arithmetic
Arithmetic

Arithmetic or arithmetics is the oldest and most elementary branch of mathematics, used by almost everyone, for tasks ranging from simple day-to-day counting to advanced science and business calculations....
, and analysis
Analysis

Analysis is the process of breaking a Complexity or substance into smaller parts to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle, though analysis as a formal concept is a relatively recent development....
. In the early 20th century it was shaped by David Hilbert
David Hilbert

David Hilbert was a Germany mathematician, recognized as one of the most influential and universal mathematicians of the 19th and early 20th centuries....
's program
Hilbert's program

Hilbert's program, formulated by Germans mathematician David Hilbert in the 1920s, was to formalize all existing theories to a finite, complete set of axioms, and provide a proof that these axioms were consistent....
 to prove the consistency of foundational theories. Results of Kurt Gödel
Kurt Gödel

Kurt G?del was an Austrian-United States logician, mathematician and philosopher. One of the most significant logicians of all time, G?del made an immense impact upon scientific and philosophical thinking in the 20th century, a time when many, such as Bertrand Russell, A....
, Gerhard Gentzen
Gerhard Gentzen

Gerhard Karl Erich Gentzen was a Germany mathematician and logician.He was one of Hermann Weyl's students at the University of G?ttingen from 1929 to 1933....
, and others provided partial resolution to the program, and clarified the issues involved in proving consistency. Work in set theory showed that almost all ordinary mathematics can be formalized in terms of sets, although there are some theorems that cannot be proven in common axiom systems for set theory. Contemporary work in the foundations of mathematics often focuses on establishing which parts of mathematics can be formalized in particular formal system
Formal system

In logic, a formal system consists of a formal language together with a deductive system which consists of a set of inference rules and/or axioms....
s, rather than trying to find theories in which all of mathematics can be developed.

History

Mathematical logic began to diverge as a distinct field in the mid-19th century (Ferreirós 2001, p. 443). Until then, logic was studied with rhetoric
Rhetoric

Rhetoric is the art of using language as a means to persuade. Along with logic and dialectic, rhetoric is one of the three ancient arts of discourse....
, through the syllogism
Syllogism

A syllogism, or logical appeal, , is a kind of logical argument in which one proposition is Inference from two others of a certain form....
, and with philosophy
Philosophy

Philosophy is the study of general problems concerning matters such as existence, knowledge, truth, beauty, justice, validity, mind, and language....
. The first half of the 20th century saw an explosion of fundamental results, accompanied by vigorous debate over the foundations of mathematics.

Early history

Sophisticated theories of logic were developed in many cultures, including China
Logic in China

In the history of logic, logic in China plays a particularly interesting role due to its length and relative isolation from the strong current of development of the study of logic in Europe and the Islamic world, though it may have some influence from Indian logic due to the spread of Buddhism....
, India, Greece, and the Islamic world
Logic in Islamic philosophy

Logic played an important role in early Islamic philosophy, making logic in Islamic philosophy an important branch of study in the history of logic....
. The works most familiar to Western mathematicians in the 19th century were Aristotle
Aristotle

Aristotle was a Greeks philosopher, a student of Plato and teacher of Alexander the Great. He wrote on many subjects, including physics, metaphysics, Poetics , theater, music, logic, rhetoric, politics, government, ethics, biology and zoology....
's theory of syllogism
Syllogism

A syllogism, or logical appeal, , is a kind of logical argument in which one proposition is Inference from two others of a certain form....
s and Euclid
Euclid

Euclid , floruit 300 BC, also known as Euclid of Alexandria, was a Greek mathematics and is often referred to as the Father of Geometry. He was active in Alexandria during the reign of Ptolemy I ....
's axioms for planar geometry
Euclidean geometry

Euclidean geometry is a mathematical system attributed to the Greek mathematics Euclid of Alexandria. Euclid's Elements is the earliest known systematic discussion of geometry....
. In the 18th century, attempts to treat the operations of formal logic in a symbolic or algebraic way had been made by philosophical mathematicians including Leibniz and Lambert
Johann Heinrich Lambert

Johann Heinrich Lambert , was a Switzerland mathematician, physicist and astronomer.He was born in M?lhausen . His father was a poor tailor, so Johann had to struggle to gain an education....
, but their labors remained isolated and little known.

19th century


In the middle of the nineteenth century, George Boole
George Boole

George Boole was anEngland mathematician and philosopher.As the inventor of Boolean Logic, which is the basis of modern digital computer logic, Boole is regarded in hindsight as one of the founders of the field of computer science....
 and then Augustus De Morgan presented systematic mathematical treatments of logic. Their work, building on work by algebraists such as George Peacock
George Peacock

George Peacock was an England mathematician....
, extended the traditional Aristotelian doctrine of logic into a sufficient framework for the study of foundations of mathematics
Foundations of mathematics

Foundations of mathematics is a term sometimes used for certain fields of mathematics, such as mathematical logic, axiomatic set theory, proof theory, model theory, and recursion theory....
 (Katz 1998, p. 686).

Charles Peirce
Charles Peirce

Charles Sanders Peirce was an American logician, mathematics, Philosophy, and science, born in Cambridge, Massachusetts. Peirce was educated as a chemist and employed as a scientist for 30 years....
 built upon the work of Boole to develop a logical system for relations and quantifiers, which he published in several papers from 1870 to 1885. Gottlob Frege
Gottlob Frege

Friedrich Ludwig Gottlob Frege was a Germany mathematics who became a logician and philosophy. He helped found both modern mathematical logic and analytic philosophy....
 presented an independent development of logic with quantifiers in his Begriffsschrift
Begriffsschrift

Begriffsschrift is the title of a short book on logic by Gottlob Frege, published in 1879, and is also the name of the formal system set out in that book....
, published in 1879. Frege's work remained obscure, however, until Bertrand Russell
Bertrand Russell

Bertrand Arthur William Russell, 3rd Earl Russell, Order of Merit , Fellow of the Royal Society , was a British people philosopher, mathematical logic, mathematician, historian, advocate for social reform, and pacifism....
 began to promote it near the turn of the century. The two-dimensional notation Frege developed was never widely adopted and is unused in contemporary texts.

From 1890 to 1905, Ernst Schröder
Ernst Schröder

Ernst Schr?der was a German mathematician mainly known for his work on algebraic logic. He is a major figure in the history of mathematical logic , by virtue of summarizing and extending the work of George Boole, Augustus De Morgan, Hugh MacColl, and especially Charles Peirce....
 published Vorlesungen über die Algebra der Logik in three volumes. This work summarized and extended the work of Boole, De Morgan, and Peirce, and was a comprehensive reference to symbolic logic as it was understood at the end of the 19th century.

Foundational theories

The development of formal logic, together with concerns that mathematics had not been built on a proper foundation, led to the development of axiom systems for fundamental areas of mathematics such as arithmetic, analysis, and geometry.

In logic, the term arithmetic refers to the theory of the natural number
Natural number

In mathematics, a natural number can mean either an element of the Set = *n = = ? = ? ...
s. Giuseppe Peano
Giuseppe Peano

Giuseppe Peano was an Italy mathematician, whose work was of exceptional philosopher value. The author of over 200 books and papers, he was a founder of mathematical logic and set theory, to which he contributed much notation....
 (1888) published a set of axioms for arithmetic that came to bear his name, using a variation of the logical system of Boole and Schröder but adding quantifiers. Peano was unaware of Frege's work at the time. Around the same time Richard Dedekind
Richard Dedekind

Julius Wilhelm Richard Dedekind was a Germany mathematics who did important work in abstract algebra, algebraic number theory and the foundations of the real numbers....
 showed that the natural numbers are uniquely characterized by their induction properties. Dedekind (1888) proposed a different characterization, which lacked the formal logical character of Peano's axioms. Dedekind's work, however, proved theorems inaccessible in Peano's system, including the uniqueness of the set of natural numbers (up to isomorphism) and the recursive definitions of addition and multiplication from the successor function and mathematical induction
Mathematical induction

Mathematical induction is a method of mathematical proof typically used to establish that a given statement is true of all natural numbers. It is done by proving that the first statement in the infinite sequence of statements is true, and then proving that if any one statement in the infinite sequence of statements is true, then...
.

In the mid-19th century, flaws in Euclid's axioms for geometry became known (Katz 1998, p. 774). In addition to the independence of the parallel postulate
Parallel postulate

In geometry, the parallel postulate, also called Euclid's fifth postulate because it is the fifth postulate in Euclid's Elements, is a distinctive axiom in what is now called Euclidean geometry....
, established by Nikolai Lobachevsky in 1826 (Lobachevsky 1840), mathematicians discovered that certain theorems taken for granted by Euclid were not in fact provable from his axioms. Among these is the theorem that a line contains at least two points, or that circles of the same radius whose centers are separated by that radius must intersect. Hilbert (1899) developed a complete set of axioms for geometry
Hilbert's axioms

Hilbert's axioms are a set of 20 assumptions , David Hilbert proposed in 1899 as the foundation for a modern treatment of Euclidean geometry. Other well-known modern axiomatizations of Euclidean geometry are those of Tarski's axioms and of Birkhoff's axioms....
, building on previous work
Pasch's axiom

In geometry, Pasch's axiom, is a result of plane geometry used by Euclid, but yet which cannot be derived from Euclid's postulates. Its axiomatic role was discovered by Moritz Pasch....
 by Pasch (1882). The success in axiomatizing geometry motivated Hilbert to seek complete axiomatizations of other areas of mathematics, such as the natural numbers and the real line. This would prove to be a major area of research in the first half of the 20th century.

The 19th century saw great advances in the theory of real analysis
Real analysis

Real analysis, or theory of functions of a real variable is a branch of mathematical analysis dealing with the Set of real numbers. In particular, it deals with the analytic function properties of real function and sequences, including convergence and limit s of sequences of real numbers, the calculus of the real numbers, and continu...
, including theories of convergence of functions and Fourier series
Fourier series

In mathematics, a Fourier series decomposes a periodic function into a sum of simple oscillating functions, namely sine wave . The study of Fourier series is a branch of Fourier analysis....
. Mathematicians such as Karl Weierstrass
Karl Weierstrass

Karl Theodor Wilhelm Weierstrass was a Germany mathematics who is often cited as the "father of modern mathematical analysis"....
 began to construct functions that stretched intuition, such as nowhere-differentiable continuous functions. Previous conceptions of a function as a rule for computation, or a smooth graph, were no longer adequate. Weierstrass began to advocate the arithmetization of analysis
Arithmetization of analysis

The arithmetization of analysis was a research program in the foundations of mathematics carried out in the second half of the 19th century. Its main proponent was Karl Weierstrass, who argued the geometric foundations of calculus were not solid enough for rigorous work....
, which sought to axiomatize analysis using properties of the natural numbers. The modern "e-d" definition of limits
Limit (mathematics)

In mathematics, the concept of a "limit" is used to describe the behavior of a Function as its argument or input either "gets close" to some point, or as the argument becomes arbitrarily large; or the behavior of a sequence's elements as their index increases indefinitely....
 and continuous function
Continuous function

In mathematics, a continuous function is a function for which, intuitively, small changes in the input result in small changes in the output. Otherwise, a function is said to be discontinuous....
s was developed by Bolzano and Cauchy between 1817 and 1823 (Felscher 2000). In 1858, Dedekind proposed a definition of the real numbers in terms of Dedekind cuts of rational numbers (Dedekind 1872), a definition still employed in contemporary texts.

Georg Cantor
Georg Cantor

Georg Ferdinand Ludwig Philipp Cantor was a Germany mathematician, born in Russia. He is best known as the creator of set theory, which has become a foundations of mathematics in mathematics....
 developed the fundamental concepts of infinite set theory. His early results developed the theory of cardinality
Cardinality

In mathematics, the cardinality of a set is a measure of the "number of Element of the set". For example, the set A = contains 3 elements, and therefore A has a cardinality of 3....
 and proved that the reals and the natural numbers have different cardinalities (Cantor 1874). Over the next twenty years, Cantor developed a theory of transfinite number
Transfinite number

Transfinite numbers are cardinal numbers or ordinal numbers that are larger than all finite set numbers, yet not necessarily absolutely infinite....
s in a series of publications. In 1891, he published a new proof of the uncountability of the real numbers that introduced the diagonal argument
Diagonal argument

A variety of diagonal arguments are used in mathematics. "Cantor's diagonal argument" was the earliest.*Cantor's diagonal argument*Cantor's theorem...
, and used this method to prove Cantor's theorem
Cantor's theorem

In elementary set theory, Cantor's theorem states that, for any Set A, the set of all subsets of A has a strictly greater cardinality than A itself....
 that no set can have the same cardinality as its powerset. Cantor believed that every set could be well-ordered, but was unable to produce a proof for this result, leaving it as an open problem in 1895 (Katz 1998, p. 807).

20th century

In the early decades of the 20th century, the main areas of study were set theory and formal logic. The discovery of paradoxes in informal set theory caused some to wonder whether mathematics itself is inconsistent, and to look for proofs of consistency.

In 1900, Hilbert posed a famous list of 23 problems
Hilbert's problems

Hilbert's problems are a list of twenty-three problems in mathematics put forth by Germany mathematician David Hilbert at the Paris conference of the International Congress of Mathematicians in 1900....
 for the next century. The first two of these were to resolve the continuum hypothesis
Continuum hypothesis

In mathematics, the continuum hypothesis is a hypothesis, advanced by Georg Cantor, about the possible sizes of infinite Set . Cantor introduced the concept of cardinal number to compare the sizes of infinite sets, and he gave two proofs that the cardinality of the set of integers is strictly smaller than that of the set of real numbers....
 and prove the consistency of elementary arithmetic, respectively; the tenth was to produce a method that could decide whether a multivariate polynomial equation over the integer
Integer

The integers are natural numbers including 0 and their negative and non-negative numberss . They are numbers that can be written without a fractional or decimal component, and fall within the set ....
s has a solution. Subsequent work to resolve these problems shaped the direction of mathematical logic, as did the effort to resolve Hilbert's Entscheidungsproblem
Entscheidungsproblem

In mathematics, the Entscheidungsproblem is a challenge posed by David Hilbert in 1928. The Entscheidungsproblem asks for an algorithm that will take as input a description of a formal language and a mathematical statement in the language and produce as output either "True" or "False" according to whether the statement is true or false....
, posed in 1928. This problem asked for a procedure that would decide, given a formalized mathematical statement, whether the statement is true or false.

Set theory and paradoxes

Ernst Zermelo
Ernst Zermelo

File:Ernst Zermelo.jpegErnst Friedrich Ferdinand Zermelo was a Germany mathematician, whose work has major implications for the foundations of mathematics and hence on philosophy....
 (1904) gave a proof that every set could be well-ordered, a result Georg Cantor
Georg Cantor

Georg Ferdinand Ludwig Philipp Cantor was a Germany mathematician, born in Russia. He is best known as the creator of set theory, which has become a foundations of mathematics in mathematics....
 had been unable to obtain. To achieve the proof, Zermelo introduced the axiom of choice
Axiom of choice

In mathematics, the axiom of choice, or AC, is an axiom of set theory. Informally put, the axiom of choice says that given any collection of bins, each containing at least one object, it is possible to make a selection of exactly one object from each bin, even if there are infinite set many bins and there is no "rule" for which object t...
, which drew heated debate and research among mathematicians and the pioneers of set theory. The immediate criticism of the method led Zermelo to publish a second exposition of his result, directly addressing criticisms of his proof (Zermelo 1908). This paper led to the general acceptance of the axiom of choice in the mathematics community.

Skepticism about the axiom of choice was reinforced by recently discovered paradoxes in naive set theory. Cesare Burali-Forti
Cesare Burali-Forti

Cesare Burali-Forti was an Italy mathematician.He was born in Arezzo, and was an assistant of Giuseppe Peano in Turin from 1894 to 1896, during which time he discovered what came to be called the Burali-Forti paradox of Georg Cantor set theory....
 (1897) was the first to state a paradox: the Burali-Forti paradox
Burali-Forti paradox

In set theory, a field of mathematics, the Burali-Forti paradox demonstrates that naively constructing "the set of all ordinal numbers" leads to a contradiction and therefore shows an antinomy in a system that allows its construction....
 shows that the collection of all ordinal number
Ordinal number

In set theory, an ordinal number, or just ordinal, is the order type of a well-order. They are usually identified with hereditarily transitive sets....
s cannot form a set. Very soon thereafter, Bertrand Russell
Bertrand Russell

Bertrand Arthur William Russell, 3rd Earl Russell, Order of Merit , Fellow of the Royal Society , was a British people philosopher, mathematical logic, mathematician, historian, advocate for social reform, and pacifism....
 discovered Russell's paradox
Russell's paradox

Part of fundamental mathematics, Russell's paradox , discovered by Bertrand Russell in 1901, showed that the naive set theory of Gottlob Frege leads to a contradiction....
 in 1901, and Jules Richard
Jules Richard

Jules Richard was a French mathematician....
 (1905) discovered Richard's paradox
Richard's paradox

In logic, Richard's paradox is a semantical antinomy in set theory and natural language first described by the france mathematician Jules Richard in 1905....
.

Zermelo (1908) provided the first set of axioms for set theory. These axioms, together with the additional axiom of replacement proposed by Abraham Fraenkel, are now called Zermelo–Fraenkel set theory
Zermelo–Fraenkel set theory

Zermelo?Fraenkel set theory with the axiom of choice, commonly abbreviated ZFC, is the standard form of axiomatic set theory and as such is the most common foundations of mathematics....
 (ZF). Zermelo's axioms incorporated the principle of limitation of size
Limitation of size

In the philosophy of mathematics, specifically the philosophical foundations of set theory, limitation of size is a concept developed by Philip Jourdain and/or Georg Cantor to avoid Cantor's paradox....
 to avoid Russell's paradox.

In 1910, the first volume of Principia Mathematica
Principia Mathematica

The Principia Mathematica is a 3-volume work on the foundations of mathematics, written by Alfred North Whitehead and Bertrand Russell and published in 1910?1913....
 by Russell and Alfred North Whitehead
Alfred North Whitehead

Alfred North Whitehead, Order of Merit was an England mathematician who became a philosopher. He wrote on algebra, logic, foundations of mathematics, philosophy of science, physics, metaphysics, and education....
 was published. This seminal work developed the theory of functions and cardinality in a completely formal framework of type theory
Type theory

In mathematics, logic and computer science, type theory is any of several formal systems that can serve as alternatives to naive set theory, or the study of such formalisms in general....
, which Russell and Whitehead developed in an effort to avoid the paradoxes. Principia Mathematica is considered one of the most influential works of the 20th century, although the framework of type theory did not prove popular as a foundational theory for mathematics (Ferreirós 2001, p. 445).

Fraenkel (1922) proved that the axiom of choice cannot be proved from the remaining axioms of Zermelo's set theory with urelements. Later work by Paul Cohen
Paul Cohen

Paul Cohen may refer to:*Paul Cohen , American , professor at Stanford University*Paul Cohen , American saxophonist and music teacher, frequently performing with orchestras and as a soloist...
 (1966) showed that the addition of urelements is not needed, and the axiom of choice is unprovable in ZF. Cohen's proof developed the method of forcing
Forcing (mathematics)

In the mathematical discipline of set theory, forcing is a technique invented by Paul Cohen for proving consistency and independence results. It was first used, in 1962, to prove the independence of the continuum hypothesis and the axiom of choice from Zermelo-Fraenkel set theory....
, which is now an important tool for establishing independence results in set theory.

Symbolic logic

Leopold Löwenheim
Leopold Löwenheim

Leopold L?wenheim was a Germany mathematician, known for his work in mathematical logic. The Nazism regime forced him to retire because under the Nuremberg Laws he was considered only three quarters Aryan....
 (1918) and Thoralf Skolem
Thoralf Skolem

Thoralf Albert Skolem was a Norway mathematician known mainly for his work on mathematical logic and set theory....
 (1919) obtained the Löwenheim–Skolem theorem
Löwenheim–Skolem theorem

In mathematical logic, the L?wenheim?Skolem theorem states that if a countable first-order theory has an infinite model, then for every infinite cardinal number ? it has a model of size ?....
, which says that first-order logic cannot control the cardinalities of infinite structures. Skolem realized that this theorem would apply to first-order formalizations of set theory, and that it implies any such formalization has a countable model
Structure (mathematical logic)

In universal algebra and in model theory, a structure consists of an underlying Set along with a collection of finitary functions and relations which are defined on it....
. This counterintuitive fact became known as Skolem's paradox
Skolem's paradox

In mathematical logic and philosophy, Skolem's paradox is a seeming contradiction that arises from the downward L?wenheim-Skolem theorem. Thoralf Skolem was the first to discuss the seemingly contradictory aspects of the theorem, and to discover the relativity of set-theoretic notions now known as non-absoluteness ....
.

In his doctoral thesis, Kurt Gödel
Kurt Gödel

Kurt G?del was an Austrian-United States logician, mathematician and philosopher. One of the most significant logicians of all time, G?del made an immense impact upon scientific and philosophical thinking in the 20th century, a time when many, such as Bertrand Russell, A....
 (1929) proved the completeness theorem, which establishes a correspondence between syntax and semantics in first-order logic
First-order logic

First-order logic is a formal deductive system used in mathematics, philosophy, linguistics, and computer science. It goes by many names, including: first-order predicate calculus , the lower predicate calculus, the language of first-order logic or predicate logic....
. Gödel used the completeness theorem to prove the compactness theorem
Compactness theorem

In mathematical logic, the compactness theorem states that a set of first-order predicate calculus sentences has a model theory, iff every finite subset of it has a model....
, demonstrating the finitary nature of first-order logical consequence
Logical consequence

Logical consequence is a fundamental concept in logic. It is the Relation that holds between a Set of Sentence and a sentence when the former Entailment the latter....
. These results helped establish first-order logic as the dominant logic used by mathematicians.

In 1931, Gödel published On Formally Undecidable Propositions of Principia Mathematica and Related Systems
On Formally Undecidable Propositions of Principia Mathematica and Related Systems

?ber formal unentscheidbare S?tze der Principia Mathematica und verwandter Systeme I is a paper in mathematical logic by Kurt G?del. Dated November 17, 1930, it was originally published in German in the 1931 volume of Monatshefte f?r Mathematik. Several English translations have appeared in print, and the paper has been included in...
, which proved the incompleteness (in a different meaning of the word) of all sufficiently strong, effective first-order theories. This result, known as Gödel's incompleteness theorem, establishes severe limitations on axiomatic foundations for mathematics, striking a strong blow to Hilbert's program. It showed the impossibility of providing a consistency proof of arithmetic within any formal theory of arithmetic. Hilbert, however, did not acknowledge the importance of the incompleteness theorem for some time.

Gödel's theorem shows that a consistency proof of any sufficiently strong, effective axiom system cannot be obtained in the system itself, if the system is consistent, nor in any weaker system. This leaves open the possibility of consistency proofs that cannot be formalized within the system they consider. Gentzen (1936) proved the consistency of arithmetic using a finitistic system together with a principle of transfinite induction
Transfinite induction

Transfinite induction is an extension of mathematical induction to well-order, for instance to sets of Ordinal number or cardinal number....
. Gentzen's result introduced the ideas of cut elimination and proof-theoretic ordinals, which became key tools in proof theory. Gödel (1958) gave a different consistency proof, which reduces the consistency of classical arithmetic to that of intutitionistic arithmetic in higher types.

Beginnings of the other branches

Alfred Tarski
Alfred Tarski

Alfred Tarski was a Poles logician and mathematician. Educated in the Warsaw School of Mathematics and philosophy, he emigrated to the USA in 1939, and taught and did research in mathematics at the University of California, Berkeley, from 1942 until his death....
 developed the basics of model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
.

Beginning in 1935, a group of prominent mathematicians collaborated under the pseudonym Nicolas Bourbaki
Nicolas Bourbaki

Nicolas Bourbaki is the collective pseudonym under which a group of 20th-century mathematicians wrote a series of books presenting an exposition of modern advanced mathematics, beginning in 1935....
 to publish a series of encyclopedic mathematics texts. These texts, written in an austere and axiomatic style, emphasized rigorous presentation and set-theoretic foundations. Terminology coined by these texts, such as the words bijection, injection, and surjection, and the set-theoretic foundations the texts employed, were widely adopted throughout mathematics.

The study of computability came to be known as recursion theory, because early formalizations by Gödel and Kleene relied on recursive definitions of functions. When these definitions were shown equivalent to Turing's formalization involving Turing machines, it became clear that a new concept – the computable function
Computable function

Computable functions are the basic objects of study in recursion theory. The set of computable functions is equivalent to the set of Turing-computable functions and partial recursive functions....
 – had been discovered, and that this definition was robust enough to admit numerous independent characterizations. In his work on the incompleteness theorems in 1931, Gödel lacked a rigorous concept of an effective formal system; he immediately realized that the new definitions of computability could be used for this purpose, allowing him to state the incompleteness theorems in generality that could only be implied in the original paper.

Numerous results in recursion theory were obtained in the 1940s by Stephen Cole Kleene
Stephen Cole Kleene

Stephen Cole Kleene was an United States mathematician who helped lay the foundations for theoretical computer science. One of many distinguished students of Alonzo Church, Kleene, along with Alan Turing, Emil Post, and others, is best known as a founder of the branch of mathematical logic known as recursion theory....
 and Emil Leon Post
Emil Leon Post

Emil Leon Post, Ph.D., was a mathematician and logician....
. Kleene (1943) introduced the concepts of relative computability, foreshadowed by Turing (1939), and the arithmetical hierarchy
Arithmetical hierarchy

In mathematical logic, the arithmetical hierarchy, arithmetic hierarchy or Kleene hierarchy classifies certain sets based on the complexity of formulas that define them....
. Kleene later generalized recursion theory to higher-order functionals. Kleene and Kreisel studied formal versions of intuitionistic mathematics, particularly in the context of proof theory.

Subfields and scope


Contemporary mathematical logic is roughly divided into four areas: set theory
Set theory

Set theory is the branch of mathematics that studies Set , which are collections of objects. Although any type of object can be collected into a set, set theory is applied most often to objects that are relevant to mathematics....
, model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
, recursion theory
Recursion theory

Recursion theory, also called computability theory, is a branch of mathematical logic that originated in the 1930s with the study of computable functions and Turing degrees....
, and proof theory
Proof theory

Proof theory is a branch of mathematical logic that represents Mathematical proofs as formal mathematical objects, facilitating their analysis by mathematical techniques....
 and constructive mathematics. Each area has a distinct focus, although many techniques and results are shared between multiple areas. The border lines between these fields, and the lines between mathematical logic and other fields of mathematics, are not always sharp. Gödel's incompleteness theorem marks not only a milestone in recursion theory and proof theory, but has also led to Loeb's theorem in modal logic. The method of forcing
Forcing (mathematics)

In the mathematical discipline of set theory, forcing is a technique invented by Paul Cohen for proving consistency and independence results. It was first used, in 1962, to prove the independence of the continuum hypothesis and the axiom of choice from Zermelo-Fraenkel set theory....
 is employed in set theory, model theory, and recursion theory, as well as in the study of intuitionistic mathematics.

The mathematical field of category theory
Category theory

In mathematics, category theory deals in an abstract way with mathematical structures and relationships between them: it abstracts from set s and function s to objects linked in diagrams by morphisms or arrows....
 uses many formal axiomatic methods, but category theory is not ordinarily considered a subfield of mathematical logic. Because of its applicability in diverse fields of mathematics, mathematicians including Saunders Mac Lane
Saunders Mac Lane

Saunders Mac Lane was an United States mathematician who cofounded category theory with Samuel Eilenberg....
 have proposed category theory as a foundational system for mathematics, independent of set theory. These foundations use topos
Topos

In mathematics, a topos is a type of category that behaves like the category of sheaf theory of Set on a topological space. For a discussion of the history of topos theory, see the article Background and genesis of topos theory....
es, which resemble generalized models of set theory that may employ classical or nonclassical logic.

Formal logic


At its core, mathematical logic deals with mathematical concepts expressed using formal logical systems. These systems, though they differ in many details, share the common property of considering only expressions in a fixed formal language, or signature
Signature (mathematics)

In mathematics, signature can refer to*The signature of a permutation is ?1 according to whether it is an even permutation. The signature function defines a group homomorphism from the symmetric group to the group ....
. The system of first-order logic
First-order logic

First-order logic is a formal deductive system used in mathematics, philosophy, linguistics, and computer science. It goes by many names, including: first-order predicate calculus , the lower predicate calculus, the language of first-order logic or predicate logic....
 is the most widely studied today, because of its applicability to foundations of mathematics
Foundations of mathematics

Foundations of mathematics is a term sometimes used for certain fields of mathematics, such as mathematical logic, axiomatic set theory, proof theory, model theory, and recursion theory....
 and because of its desirable proof-theoretic properties. Stronger classical logics such as second-order logic
Second-order logic

In logic and mathematics second-order logic is an extension of first-order logic, which itself is an extension of propositional logic. Second-order logic is in turn extended by higher-order logic and type theory....
 or infinitary logic
Infinitary logic

An infinitary logic is a logic that allows infinitely long Proposition and/or infinitely long Mathematical proof. Some infinitary logics may have different properties from those of standard first-order logic....
 are also studied, along with nonclassical logics such as intuitionistic logic
Intuitionistic logic

Intuitionistic logic, or constructivist logic, is the symbolic logic system originally developed by Arend Heyting to provide a formal basis for Luitzen Egbertus Jan Brouwer's programme of intuitionism....
.

First-order logic


First-order logic is a particular formal system of logic. Its syntax
Syntax

In linguistics, syntax is the study of the principles and rules for constructing Sentence s in natural languages. In addition to referring to the discipline, the term syntax is also used to refer directly to the rules and principles that govern the sentence structure of any individual language, as in "the Irish syntax"....
 involves only finite expressions as well-formed formulas, while its semantics
Semantics

Semantics is the study of meaning in communication. The word is derived from the Greek language word s??a?t???? , "significant", from s??a??? , "to signify, to indicate" and that from s??a , "sign, mark, token"....
 are characterized by the limitation of all quantifiers to a fixed domain of discourse
Domain of discourse

The domain of discourse, sometimes called the universe of discourse, logical discourse, or simply discourse, is an analytic tool used in deductive logic, especially predicate logic....
.

Early results about formal logic established limitations of first-order logic. The Löwenheim–Skolem theorem
Löwenheim–Skolem theorem

In mathematical logic, the L?wenheim?Skolem theorem states that if a countable first-order theory has an infinite model, then for every infinite cardinal number ? it has a model of size ?....
 (1919) showed that if a set of sentences in a countable first-order language has an infinite model then it has at least one model of each infinite cardinality. This shows that it is impossible for a set of first-order axioms to characterize the natural numbers, the real numbers, or any other infinite structure up to isomorphism
Isomorphism

In abstract algebra, an isomorphism is a bijection map f such that both f and its inverse function f −1 are homomorphisms, i.e., structure-preserving mappings....
. As the goal of early foundational studies was to produce axiomatic theories for all parts of mathematics, this limitation was particularly stark.

Gödel's completeness theorem
Gödel's completeness theorem

G?del's completeness theorem is a fundamental theorem in mathematical logic that establishes a correspondence between semantic truth and syntactic Provability logic in first-order logic....
 (Gödel 1929) established the equivalence between semantic and syntactic definitions of logical consequence
Logical consequence

Logical consequence is a fundamental concept in logic. It is the Relation that holds between a Set of Sentence and a sentence when the former Entailment the latter....
 in first-order logic. It shows that if a particular sentence is true in every model that satisfies a particular set of axioms, then there must be a finite deduction of the sentence from the axioms. The compactness theorem
Compactness theorem

In mathematical logic, the compactness theorem states that a set of first-order predicate calculus sentences has a model theory, iff every finite subset of it has a model....
 first appeared as a lemma in Gödel's proof of the completeness theorem, and it took many years before logicians grasped its significance and began to apply it routinely. It says that a set of sentences has a model if and only if
If and only if

If and only if, in logic and fields that rely on it such as mathematics and philosophy, is a biconditional logical connective between statements....
 every finite subset has a model, or in other words that an inconsistent set of formulas must have a finite inconsistent subset. The completeness and compactness theorems allow for sophisticated analysis of logical consequence in first-order logic and the development of model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
, and they are a key reason for the prominence of first-order logic in mathematics.

Gödel's incompleteness theorems
Gödel's incompleteness theorems

In mathematical logic, G?del's incompleteness theorems, proved by Kurt G?del in 1931, are two theorems stating inherent limitations of all but the most trivial formal systems for arithmetic of mathematical interest....
 (Gödel 1931) establish additional limits on first-order axiomatizations. The first incompleteness theorem states that no sufficiently strong, effectively given logical system can prove its own consistency unless it is actually inconsistent. Here a logical system is effectively given if it is possible to decide, given any formula in the language of the system, whether the formula is an axiom. When applied to first-order logic, the first incompleteness theorem implies that any sufficiently strong, consistent, effective first-order theory has models that are not elementarily equivalent, a stronger limitation than the one established by the Löwenheim–Skolem theorem. The second incompleteness theorem states that no sufficiently strong, consistent, effective axiom system for arithmetic can prove its own consistency, which has been interpreted to show that Hilbert's program cannot be completed.

Other classical logics


Many logics besides first-order logic are studied. These include infinitary logics, which allow for formulas to provide an infinite amount of information, and higher-order logics, which include a portion of set theory directly in their semantics.

The most well studied infinitary logic is . In this logic, quantifiers may only be nested to finite depths, as in first order logic, but formulas may have finite or countably infinite conjunctions and disjunctions within them. Thus, for example, it is possible to say that an object is a natural number using a formula of such as .

Higher-order logics allow for quantification not only of elements of the domain of discourse, but subsets of the domain of discourse, sets of such subsets, and other objects of higher type. The semantics are defined so that, rather than having a separate domain for each higher-type quantifier to range over, the quantifiers instead range over all objects of the appropriate type. The logics studied before the development of first-order logic, for example Frege's logic, had similar set-theoretic aspects. Although higher-order logics are more expressive, allowing complete axiomatizations of structures such as the natural numbers, they do not satisfy analogues of the completeness and compactness theorems from first-order logic, and are thus less amenable to proof-theoretic analysis.

Nonclassical and modal logic


Modal logic
Modal logic

A modal logic is any system of mathematical logic#Formal logic that attempts to deal with notions of possibility and necessity. Traditionally, there are three "modes" or "moods" or "modalities" of the Copula to be, namely, Logical possibility, probability, and Necessary_and_sufficient_conditions#Necessary_conditions....
s include additional modal
Modal

Modal may refer to:* Modal , a textile made from spun Beechwood cellulose* Modal bandwidth* Modal jazz* Modal logic* Modal matrix * Modal score, used in testing and education for the most common score...
 operators, such as an operator which states that a particular formula is not only true, but necessarily true. Although modal logic is not often used to axiomatize mathematics, it has been used to study the properties of first-order provability (Solovay 1976) and set-theoretic forcing (Hamkins and Löwe 2007).

Intuitionistic logic
Intuitionistic logic

Intuitionistic logic, or constructivist logic, is the symbolic logic system originally developed by Arend Heyting to provide a formal basis for Luitzen Egbertus Jan Brouwer's programme of intuitionism....
 was developed by Heyting to study Brouwer's program of intuitionism, in which Brouwer himself avoided formalization. Intuitionistic logic specifically does not include the law of the excluded middle, which states that each sentence is either true or its negation is true. Kleene's work with the proof theory of intuitionistic logic showed that constructive information can be recovered from intuitionistic proofs. For example, any provably total function in intuitionistic arithmetic is computable; this is not true in classical theories of arithmetic such as Peano arithmetic.

Set theory


Set theory
Set theory

Set theory is the branch of mathematics that studies Set , which are collections of objects. Although any type of object can be collected into a set, set theory is applied most often to objects that are relevant to mathematics....
 is the study of sets, which are abstract collections of objects. Many of the basic notions, such as ordinal and cardinal numbers, were developed informally by Cantor before formal axiomatizations of set theory were developed. The first such axiomatization, due to Zermelo (1908), was extended slightly to become Zermelo–Fraenkel set theory
Zermelo–Fraenkel set theory

Zermelo?Fraenkel set theory with the axiom of choice, commonly abbreviated ZFC, is the standard form of axiomatic set theory and as such is the most common foundations of mathematics....
 (ZF), which is now the most widely-used foundational theory for mathematics.

Other formalizations of set theory have been proposed, including von Neumann–Bernays–Gödel set theory
Von Neumann–Bernays–Gödel set theory

In the foundations of mathematics, Von Neumann?Bernays?G?del set theory is an axiomatic set theory that is a conservative extension of the canonical axiomatic set theory ZFC....
 (NBG), Morse–Kelley set theory
Morse–Kelley set theory

In the foundation of mathematics, Kelley?Morse or Morse?Kelley set theory is a first order logic axiomatic set theory that is closely related to Von Neumann?Bernays?G?del set theory ....
 (MK), and New Foundations
New Foundations

In mathematical logic, New Foundations is an axiomatic set theory, conceived by Willard Van Orman Quine as a simplification of the theory of types of Principia Mathematica....
 (NF). Of these, ZF, NBG, and MK are similar in describing a cumulative hierarchy of sets. New Foundations takes a different approach; it allows objects such as the set of all sets at the cost of restrictions on its set-existence axioms. The system of Kripke-Platek set theory is closely related to generalized recursion theory.

Two famous statements in set theory are the axiom of choice
Axiom of choice

In mathematics, the axiom of choice, or AC, is an axiom of set theory. Informally put, the axiom of choice says that given any collection of bins, each containing at least one object, it is possible to make a selection of exactly one object from each bin, even if there are infinite set many bins and there is no "rule" for which object t...
 and the continuum hypothesis
Continuum hypothesis

In mathematics, the continuum hypothesis is a hypothesis, advanced by Georg Cantor, about the possible sizes of infinite Set . Cantor introduced the concept of cardinal number to compare the sizes of infinite sets, and he gave two proofs that the cardinality of the set of integers is strictly smaller than that of the set of real numbers....
. The axiom of choice, first stated by Zermelo (1904), was proved independent of ZF by Fraenkel (1922), but has come to be widely accepted by mathematicians. It states that given a collection of nonempty sets there is a single set C that contains exactly one element from each set in the collection. The set C is said to "choose" one element from each set in the collection. While the ability to make such a choice is considered obvious by some, since each set in the collection is nonempty, the lack of a general, concrete rule by which the choice can be made renders the axiom nonconstructive. Stefan Banach
Stefan Banach

Stefan Banach was a Polish mathematician who worked in Second Polish Republic and in Soviet Ukraine.A self-taught mathematics Child prodigy, Banach was the founder of modern functional analysis and a founder of the Lw?w School of Mathematics....
 and Alfred Tarski
Alfred Tarski

Alfred Tarski was a Poles logician and mathematician. Educated in the Warsaw School of Mathematics and philosophy, he emigrated to the USA in 1939, and taught and did research in mathematics at the University of California, Berkeley, from 1942 until his death....
 (1924) showed that the axiom of choice can be used to decompose a solid ball into a finite number of pieces which can then be rearranged, with no scaling, to make two solid balls of the original size. This theorem, known as the Banach-Tarski paradox, is one of many counterintuitive results of the axiom of choice.

The continuum hypothesis
Continuum hypothesis

In mathematics, the continuum hypothesis is a hypothesis, advanced by Georg Cantor, about the possible sizes of infinite Set . Cantor introduced the concept of cardinal number to compare the sizes of infinite sets, and he gave two proofs that the cardinality of the set of integers is strictly smaller than that of the set of real numbers....
, first proposed as a conjecture by Cantor, was listed by David Hilbert as one of his 23 problems in 1900. Gödel showed that the continuum hypothesis cannot be disproven from the axioms of Zermelo-Frankel set theory (with or without the axiom of choice), by developing the constructible universe
Constructible universe

In mathematics, the constructible universe , denoted L, is a particular class of sets which can be described entirely in terms of simpler sets....
 of set theory in which the continuum hypothesis must hold. In 1963, Paul Cohen
Paul Cohen

Paul Cohen may refer to:*Paul Cohen , American , professor at Stanford University*Paul Cohen , American saxophonist and music teacher, frequently performing with orchestras and as a soloist...
 showed that the continuum hypothesis cannot be proven from the axioms of Zermelo-Frankel set theory (Cohen 1966). This independence result did not completely settle Hilbert's question, however, as it is possible that new axioms for set theory could resolve the hypothesis. Recent work along these lines has been conducted by W. Hugh Woodin
W. Hugh Woodin

File:Hugh Woodin.jpgWilliam Hugh Woodin is a set theory at University of California, Berkeley. He has made many notable contributions to the theory of inner models and determinacy....
, although its importance is not yet clear (Woodin 2001).

Contemporary research in set theory includes the study of large cardinals and determinacy
Determinacy

In set theory, a branch of mathematics, determinacy is the study of under what circumstances one or the other player of a #Games must have a #Winning strategies #Strategies, and the consequences of the existence of such strategies....
. Large cardinals are cardinal numbers with particular properties so strong that the existence of such cardinals cannot be proved in ZFC. The existence of the smallest large cardinal typically studied, an inaccessible cardinal
Inaccessible cardinal

In set theory, an uncountable set regular cardinal is called weakly inaccessible if it is a weak limit cardinal, and strongly inaccessible, or just inaccessible, if it is a strong limit cardinal....
, already implies the consistency of ZFC. Despite the fact that large cardinals have extremely high cardinality
Cardinality

In mathematics, the cardinality of a set is a measure of the "number of Element of the set". For example, the set A = contains 3 elements, and therefore A has a cardinality of 3....
, their existence has many ramifications for the structure of the real line. Determinacy refers to the possible existence of winning strategies for certain two-player games (the games are said to be determined). The existence of these strategies implies structural properties of the real line and other Polish space
Polish space

In mathematics, a Polish space is a separable space complete space topological space; that is, a space homeomorphic to a Complete space metric space that has a countable Dense set subset....
s.

Model theory


Model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
 studies the models of various formal theories. Here a theory
Theory (mathematical logic)

In mathematical logic, a theory is a set of sentence s in a formal language. For example, a first-order theory is a set of first-order logic sentences....
 is a set of formulas in a particular formal logic and signature
Signature (logic)

In logic, especially mathematical logic, a signature lists and describes the non-logical symbols of a formal language. In universal algebra, a signature lists the operations that characterize an algebraic structure....
, while a model
Structure (mathematical logic)

In universal algebra and in model theory, a structure consists of an underlying Set along with a collection of finitary functions and relations which are defined on it....
 is a structure that gives a concrete interpretation of the theory. Model theory is closely related to universal algebra
Universal algebra

Universal algebra is the field of mathematics that studies algebraic structures themselves, not examples of algebraic structures.For instance, rather than take particular groups as the object of study, in universal algebra one takes "the theory of groups" as an object of study....
 and algebraic geometry
Algebraic geometry

Algebraic geometry is a branch of mathematics which, as the name suggests, combines techniques of abstract algebra, especially commutative algebra, with the language and the problems of geometry....
, although the methods of model theory focus more on logical considerations than those fields.

The set of all models of a particular theory is called an elementary class
Elementary class

In the branch of mathematical logic called model theory, an elementary class is a class consisting of all structure satisfying a fixed first-order logic theory ....
; classical model theory seeks to determine the properties of models in a particular elementary class, or determine whether certain classes of structures form elementary classes.

The method of quantifier elimination
Quantifier elimination

Quantifier elimination is a concept in mathematical logic, model theory, and theoretical computer science. One way of classifying Well-formed formula is by the amount of quantifiers....
 can be used to show that definable sets in particular theories cannot be too complicated. Tarski (1948) established quantifier elimination for real-closed fields, a result which also shows the theory of the field of real numbers is decidable. (He also noted that his methods were equally applicable to algebraically closed fields of arbitrary characteristic.) A modern subfield developing from this is concerned with o-minimal structure
O-minimal theory

In mathematical logic, and more specifically in model theory, a Total order is o-minimal if and only if every definable set X ⊂ M can be realized as a finite union of interval s and points....
s.

Morley's categoricity theorem
Morley's categoricity theorem

In model theory, a branch of mathematical logic, a theory is κ-categorical if it has exactly one model of cardinal number κ up to isomorphism....
, proved by Michael D. Morley
Michael D. Morley

Michael Darwin Morley is an American mathematician, currently professor emeritus at Cornell University.His research is in advanced mathematical logic and model theory, and he is best known for Morley's categoricity theorem, which he proved in his Ph.D....
 (1965), states that if a first-order theory in a countable language is categorical in some uncountable cardinality, i.e. all models of this cardinality are isomorphic, then it is categorical in all uncountable cardinalities.

A trivial consequence of the continuum hypothesis
Continuum hypothesis

In mathematics, the continuum hypothesis is a hypothesis, advanced by Georg Cantor, about the possible sizes of infinite Set . Cantor introduced the concept of cardinal number to compare the sizes of infinite sets, and he gave two proofs that the cardinality of the set of integers is strictly smaller than that of the set of real numbers....
 is that a complete theory with less than continuum many nonisomorphic countable models can have only countably many. Vaught's conjecture
Vaught conjecture

The Vaught conjecture is a conjecture in the mathematical field of model theory originally proposed by Robert Lawson Vaught in 1961. It concerns the possible numbers of countable models of a first-order complete theory....
, named after Robert Lawson Vaught
Robert Lawson Vaught

Robert Lawson Vaught was a mathematical logician, and one of the founders of model theory....
, says that this is true even independently of the continuum hypothesis. Many special cases of this conjecture have been established.

Recursion theory


Recursion theory
Recursion theory

Recursion theory, also called computability theory, is a branch of mathematical logic that originated in the 1930s with the study of computable functions and Turing degrees....
, also called computability theory, studies the properties of computable function
Computable function

Computable functions are the basic objects of study in recursion theory. The set of computable functions is equivalent to the set of Turing-computable functions and partial recursive functions....
s and the Turing degree
Turing degree

In computer science and mathematical logic the Alan Turing degree or degree of unsolvability of a set of natural numbers measures the level of algorithmic unsolvability of the set....
s, which divide the uncomputable functions into sets which have the same level of uncomputability. Recursion theory also includes the study of generalized computability and definability. Recursion theory grew from of the work of Alonzo Church
Alonzo Church

Alonzo Church was an United States mathematician and list of logicians who made major contributions to mathematical logic and the foundations of theoretical computer science....
 and Alan Turing
Alan Turing

Alan Mathison Turing, Order of the British Empire, Fellow of the Royal Society was a British mathematician, logician and Cryptanalysis....
 in the 1930s, which was greatly extended by Kleene and Post in the 1940s.

Classical recursion theory focuses on the computability of functions from the natural numbers to the natural numbers. The fundamental results establish a robust, canonical class of computable function
Computable function

Computable functions are the basic objects of study in recursion theory. The set of computable functions is equivalent to the set of Turing-computable functions and partial recursive functions....
s with numerous independent, equivalent characterizations using Turing machine
Turing machine

Turing machines are basic abstract symbol-manipulating devices which, despite their simplicity, can be adapted to simulate the logic of any computer algorithm....
s, λ calculus
Lambda calculus

In mathematical logic and computer science, lambda calculus, also written as ?-calculus, is a formal system designed to investigate function definition, function application and recursion....
, and other systems. More advanced results concern the structure of the Turing degree
Turing degree

In computer science and mathematical logic the Alan Turing degree or degree of unsolvability of a set of natural numbers measures the level of algorithmic unsolvability of the set....
s and the lattice
Lattice (order)

In mathematics, a lattice is a partially ordered set in which subsets of any two elements have a unique supremum and an infimum . Lattices can also be characterized as algebraic structures satisfying certain Axiom identity ....
 of recursively enumerable set
Recursively enumerable set

In computability theory, traditionally called recursion theory, a set S of natural numbers is called recursively enumerable, computably enumerable, semidecidable, provable or Turing-recognizable if:...
s.

Generalized recursion theory extends the ideas of recursion theory to computations that are no longer necessarily finite. It includes the study of computability in higher types as well as areas such as hyperarithmetical theory
Hyperarithmetical theory

In recursion theory, hyperarithmetic theory is a generalization of Turing computability. It has close connections with definability in second-order arithmetic and with weak systems of set theory such as Kripke?Platek set theory....
 and α-recursion theory
Alpha recursion theory

In recursion theory, a recursion theory is a generalisation of recursion theory to subsets of admissible ordinals . An admissible ordinal is closed under functions....
.

Contemporary research in recursion theory includes the study of applications such as algorithmic randomness and computable model theory
Computable model theory

Computable model theory is a branch of model theory which deals with questions of computability as they apply to model-theoretical structures. It was developed almost simultaneously by mathematicians in the West, primarily located in the United States and Australia, and Soviet Russia during the middle of the 20th century....
 as well as new results in pure recursion theory.

Algorithmically unsolvable problems


An important subfield of recursion theory studies algorithmic unsolvability; a problem
Decision problem

In computability theory and computational complexity theory, a decision problem is a question in some formal system with a yes-or-no answer, depending on the values of some input parameters....
 is algorithmically unsolvable if there is no computable function which, given any (code for an) instance of the problem, returns the correct answer. The first results about unsolvability, obtained independently by Church and Turing in 1936, showed that the Entscheidungsproblem
Entscheidungsproblem

In mathematics, the Entscheidungsproblem is a challenge posed by David Hilbert in 1928. The Entscheidungsproblem asks for an algorithm that will take as input a description of a formal language and a mathematical statement in the language and produce as output either "True" or "False" according to whether the statement is true or false....
 is algorithmically unsolvable. Turing proved this by establishing the unsolvability of the halting problem
Halting problem

In computability theory , the halting problem is a decision problem which can be stated as follows: given a description of a computer program and a finite input, decide whether the program finishes running or will run forever, given that input....
, a result with far-ranging implications in both recursion theory and computer science.

There are many known examples of undecidable problems from ordinary mathematics. The word problem for groups
Word problem for groups

In mathematics, especially in the area of abstract algebra known as combinatorial group theory, the word problem for a presentation of a group group G is the algorithmic problem of deciding whether two words represent the same element....
 was proved algorithmically unsolvable by Pyotr Sergeyevich Novikov
Pyotr Sergeyevich Novikov

Pyotr Sergeyevich Novikov was a Russia mathematician who was born in Moscow, Russia and died in Moscow, Russia.He is known for his work on combinatorial problems in group theory: the word problem for groups, and the Burnside problem....
 in 1955 and independently by W. Boone in 1959. The busy beaver
Busy beaver

In Computability theory , a busy beaver is a Turing machine which, when started on an empty tape, runs as long as possible, but eventually halting problem....
 problem, developed by Tibor Radó
Tibor Radó

Tibor Rad? was a Hungary mathematician who moved to the USA after World War I. He was born in Budapest and between 1913 and 1915 attended the Polytechnic Institute....
 in 1962, is another well-known example.

Hilbert's tenth problem
Hilbert's tenth problem

'Hilbert's tenth problem' is the tenth on the list of Hilbert's problems of 1900. Its statement is as follows:Given a Diophantine equation with any number of unknown quantities and with rational integral numerical coefficients: To devise a process according to which it can be determined in a finite number of operations whether the equation...
 asked for an algorithm to determine whether a multivariate polynomial equation with integer coefficients has a solution in the integers. Partial progress was made by Julia Robinson
Julia Robinson

Julia Hall Bowman Robinson was an United States mathematician, born in St. Louis, Missouri. She is best known for her work on decision problems and Hilbert's Tenth Problem....
, Martin Davis
Martin Davis

Martin Davis, is an Jewish-United States mathematician, known for his work on Hilbert's tenth problem . He received his Ph.D. from Princeton University in 1950, where his adviser was Alonzo Church ....
, and Hilary Putnam
Hilary Putnam

Hilary Whitehall Putnam is an American philosopher who has been a central figure in analytic philosophy since the 1960s, especially in philosophy of mind, philosophy of language, and philosophy of science....
. The algorithmic unsolvability of the problem was proved by Yuri Matiyasevich
Yuri Matiyasevich

Yuri Vladimirovich Matiyasevich, is a Russian mathematician and List of computer scientists. He is best known for his negative solution of Hilbert's tenth problem, presented in his doctoral thesis, at LOMI ....
 in 1970 (Davis 1973).

Proof theory and constructive mathematics


Proof theory
Proof theory

Proof theory is a branch of mathematical logic that represents Mathematical proofs as formal mathematical objects, facilitating their analysis by mathematical techniques....
 is the study of formal proofs in various logical deduction systems. These proofs are represented as formal mathematical objects, facilitating their analysis by mathematical techniques. Several deduction systems are commonly considered, including Hilbert-style deduction system
Hilbert-style deduction system

In logic, especially mathematical logic, a Hilbert-style deduction system is a type of system of Deductive reasoning attributed to Gottlob Frege and David Hilbert....
s, systems of natural deduction
Natural deduction

In philosophical logic, natural deduction is an approach to proof theory that attempts to provide a deductive system which is a formal model of logical reasoning as it "naturally" occurs....
, and the sequent calculus
Sequent calculus

In proof theory and mathematical logic, the sequent calculus is a widely known proof calculus for first-order logic . The term "sequent calculus" applies both to a family of formal systems sharing a certain style of formal inference, and to its individual members, of which the first, and best known, is known under the name LK, distingui...
 developed by Gentzen.

The study of constructive mathematics, in the context of mathematical logic, includes the study of systems in non-classical logic such as intuitionistic logic, as well as the study of predicative systems. An early proponent of predicativism was Hermann Weyl
Hermann Weyl

Hermann Klaus Hugo Weyl was a Germany mathematician. Although much of his working life was spent in Z?rich, Switzerland and then Princeton, New Jersey, he is associated with the University of G?ttingen tradition of mathematics, represented by David Hilbert and Hermann Minkowski....
, who showed it is possible to develop a large part of real analysis using only predicative methods (Weyl 1918).

Because proofs are entirely finitary, whereas truth in a structure is not, it is common for work in constructive mathematics to emphasize provability. The relationship between provability in classical (or nonconstructive) systems and provability in intuitionistic (or constructive, respectively) systems is of particular interest. Results such as the Gödel–Gentzen negative translation
Gödel–Gentzen negative translation

In proof theory, the G?del?Gentzen negative translation is a method for embedding classical first-order logic into intuitionistic logic first-order logic....
 show that it is possible to embed (or translate) classical logic into intuitionistic logic, allowing some properties about intuitionistic proofs to be transferred back to classical proofs.

Recent developments in proof theory include the study of proof mining
Proof mining

In proof theory , proof mining is a research program that analyzes formalized proofs, especially in mathematical analysis, to obtain explicit bounds or rate of convergence from proofs that, when expressed in natural language, appear to be nonconstructive proof....
 by Ulrich Kohlenbach
Ulrich Kohlenbach

Ulrich Wilhelm Kohlenbach is a Germany professor of Mathematics and a researcher in Logic. He graduated from Lessing-Gymnasium in 1980 and finished his study of mathematics, philosophy, and linguistics with the master degree at the University of Frankfurt....
 and the study of proof-theoretic ordinals by Michael Rathjen.

Connections with computer science

The study of computability theory in computer science
Computability theory (computer science)

In computer science, computability theory is the branch of the theory of computation that studies which problems are computationally solvable using different Model of computation....
 is closely related to the study of computability in mathematical logic. There is a difference of emphasis, however. Computer scientists often focus on concrete programming languages and feasible computability, while researchers in mathematical logic often focus on computability as a theoretical concept and on noncomputability.

The study of programming language
Programming language

A programming language is a machine-readable artificial language designed to express computations that can be performed by a machine, particularly a computer....
 semantics is related to model theory
Model theory

In mathematics, model theory is the study of mathematical Structure such as Group , fields, graph , or even models of set theory, using tools from mathematical logic....
, as is program verification (in particular, model checking
Model checking

In the field of Logic_in_computer_science, model checking refers to the following problem:Given a simplified model of a system, test automatically whether this model meets a given specification....
). The Curry-Howard isomorphism between proofs and programs relates to proof theory
Proof theory

Proof theory is a branch of mathematical logic that represents Mathematical proofs as formal mathematical objects, facilitating their analysis by mathematical techniques....
, especially intuitionistic logic
Intuitionistic logic

Intuitionistic logic, or constructivist logic, is the symbolic logic system originally developed by Arend Heyting to provide a formal basis for Luitzen Egbertus Jan Brouwer's programme of intuitionism....
. Formal calculi such as the lambda calculus
Lambda calculus

In mathematical logic and computer science, lambda calculus, also written as ?-calculus, is a formal system designed to investigate function definition, function application and recursion....
 and combinatory logic
Combinatory logic

Combinatory logic is a notation introduced by Moses Sch?nfinkel and Haskell Curry to eliminate the need for variables in mathematical logic. It has more recently been used in computer science as a theoretical model of computation and also as a basis for the design of functional programming languages....
 are now studied as idealized programming languages.

Computer science also contributes to mathematics by developing techniques for the automatic checking or even finding of proofs, such as automated theorem proving
Automated theorem proving

Automated theorem proving or automated deduction, currently the most well-developed subfield of automated reasoning , is the mathematical proof of mathematical theorems by a computer program....
 and logic programming
Logic programming

Logic programming is, in its broadest sense, the use of mathematical logic for computer programming. In this view of logic programming, which can be traced at least as far back as John McCarthy 's [1958] Advice taker proposal, logic is used as a purely Declarative programming language representation language, and a automated theorem proving o...
.

Foundations of mathematics


In the 19th century, mathematicians became aware of logical gaps and inconsistencies in their field. It was shown that Euclid
Euclid

Euclid , floruit 300 BC, also known as Euclid of Alexandria, was a Greek mathematics and is often referred to as the Father of Geometry. He was active in Alexandria during the reign of Ptolemy I ....
's axioms for geometry, which had been taught for centuries as an example of the axiomatic method, were incomplete. The use of infinitesimal
Infinitesimal

Infinitesimals have been used to express the idea of objects so small that there is no way to see them or to measure them. For everyday life, an infinitesimal object is an object which is smaller than any possible measure....
s, and the very definition of function
Function (mathematics)

The mathematical concept of a function expresses dependence between two quantities, one of which is known and the other which is produced. A function associates a single output to each input element drawn from a fixed Set , such as the real numbers , although different inputs may have the same output....
, came into question in analysis, as pathological examples such as Weierstrass' nowhere-differentiable continuous function were discovered.

Cantor's study of arbitrary infinite sets also drew criticism. Leopold Kronecker
Leopold Kronecker

Leopold Kronecker was a Germany mathematician and logician who argued that arithmetic and Mathematical analysis must be founded on "whole numbers", saying, "God made the integers; all else is the work of man" ....
 famously stated "God made the integers; all else is the work of man," endorsing a return to the study of finite, concrete objects in mathematics. Although Kronecker's argument was carried forward by constructivists in the 20th century, the mathematical community as a whole rejected them. David Hilbert
David Hilbert

David Hilbert was a Germany mathematician, recognized as one of the most influential and universal mathematicians of the 19th and early 20th centuries....
 argued in favor of the study of the infinite, saying "No one shall expel us from the Paradise that Cantor has created."

Mathematicians began to search for axiom systems that could be used to formalize large parts of mathematics. In addition to removing ambiguity from previously-naive terms such as function, it was hoped that this axiomatization would allow for consistency proofs. In the 19th century, the main method of proving the consistency of a set of axioms was to provide a model for it. Thus, for example, non-Euclidean geometry
Non-Euclidean geometry

In mathematics, non-Euclidean geometry describes hyperbolic geometry and elliptic geometry, which are contrasted with Euclidean geometry. The essential difference between Euclidean and non-Euclidean geometry is the nature of Parallel lines....
 can be proved consistent by defining point to mean a point on a fixed sphere and line to mean a great circle
Great circle

A great circle of a sphere is a circle that runs along the surface of that sphere so as to cut it into two equal halves. The great circle therefore has both the same circumference and the same center as the sphere....
 on the sphere. The resulting structure, a model of elliptic geometry
Elliptic geometry

Elliptic geometry is a non-Euclidean geometry, in which, given a line L and a Point p outside L, there exists no line Parallel to L passing through p....
, satisfies the axioms of plane geometry except the parallel postulate.

With the development of formal logic, Hilbert asked whether it would be possible to prove that an axiom system is consistent by analyzing the structure of possible proofs in the system, and showing through this analysis that it is impossible to prove a contradiction. This idea led to the study of proof theory
Proof theory

Proof theory is a branch of mathematical logic that represents Mathematical proofs as formal mathematical objects, facilitating their analysis by mathematical techniques....
. Moreover, Hilbert proposed that the analysis should be entirely concrete, using the term finitary to refer to the methods he would allow but not precisely defining them. This project, known as Hilbert's program
Hilbert's program

Hilbert's program, formulated by Germans mathematician David Hilbert in the 1920s, was to formalize all existing theories to a finite, complete set of axioms, and provide a proof that these axioms were consistent....
, was seriously affected by Gödel's incompleteness theorems, which show that the consistency of formal theories of arithmetic cannot be established using methods formalizable in those theories. Gentzen showed that it is possible to produce a proof of the consistency of arithmetic in a finitary system augmented with axioms of transfinite induction
Transfinite induction

Transfinite induction is an extension of mathematical induction to well-order, for instance to sets of Ordinal number or cardinal number....
, and the techniques he developed to so do were seminal in proof theory.

A second thread in the history of foundations of mathematics involves nonclassical logics and constructive mathematics. The study of constructive mathematics includes many different programs with various definitions of constructive. At the most accommodating end, proofs in ZF set theory that do not use the axiom of choice are called constructive by many mathematicians. More limited versions of constructivism limit themselves to natural numbers, number-theoretic functions, and sets of natural numbers (which can be used to represent real numbers, facilitating the study of mathematical analysis
Mathematical analysis

Mathematical analysis, which mathematicians refer to simply as analysis, has its beginnings in the rigorous formulation of calculus. It is the branch of mathematics most explicitly concerned with the notion of a limit , whether the limit of a sequence or the limit of a function....
). A common idea is that in order to assert that a number-theoretic function exists, a concrete means of computing the values of the function must be known.

In the early 20th century, Luitzen Egbertus Jan Brouwer
Luitzen Egbertus Jan Brouwer

Luitzen Egbertus Jan Brouwer ['l?yt.s?n ?x.'b??.t?s j?n 'b??u.??] , usually cited as L. E. J. Brouwer but known to his friends as Bertus, was a Netherlands mathematician and philosopher, a graduate of the University of Amsterdam, who worked in topology, set theory, measure theory and complex analysis....
 founded intuitionism
Intuitionism

In the philosophy of mathematics, intuitionism, or neointuitionism , is an approach to mathematics as the constructive mental activity of humans....
 as a philosophy of mathematics. This philosophy, poorly understood at first, stated that in order for a mathematical statement to be true to a mathematician, that person must be able to intuit the statement, to not only believe its truth but understand the reason for its truth. A consequence of this definition of truth was the rejection of the law of the excluded middle, for there are statements that, according to Brouwer, could not be claimed to be true while their negations also could not be claimed true. Brouwer's philosophy was influential, and the cause of bitter disputes among prominent mathematicians. Later, Kleene and Kreisel would study formalized versions of intuitionistic logic (Brouwer rejected formalization, and presented his work in unformalized natural language). With the advent of the BHK interpretation
BHK interpretation

In mathematical logic, the Brouwer?Heyting?Kolmogorov interpretation, or BHK interpretation, of intuitionistic logic was proposed by L. E....
 and Kripke models, intuitionism became easier to reconcile with classical mathematics.

See also

  • List of mathematical logic topics
    List of mathematical logic topics

    This is a list of mathematical logic topics, by Wikipedia page.For traditional syllogistic logic, see the list of topics in logic. See also the list of computability and complexity topics for more theory of algorithms....
  • List of computability and complexity topics
    List of computability and complexity topics

    This is a list of computability and complexity topics, by Wikipedia page.Computability theory is the part of the theory of computation that deals with what can be computed, in principle....
  • List of set theory topics
    List of set theory topics

    This page is a list of articles related to set theory....
  • List of first-order theories
    List of first-order theories

    In mathematical logic, a first-order logic is given by a set of axioms in somelanguage. This entry lists some of the more common examples used in model theory and some of their properties....


Undergraduate texts

. . . . .

Graduate texts

. . . . . .

Research papers, monographs, texts, and surveys

. , reprinted as an appendix in Martin Davis, Computability and Unsolvability, Dover reprint 1982.
  • .
  • .
, to appear. . .
  • .
  • .
  • .


Classical papers, texts, and collections

  • , reprinted in van Heijenoort 1976, pp. 104–111.
  • . English translation of title: "Consistency and irrational numbers".
  • Two English translations:
    • 1963 (1901). Essays on the Theory of Numbers. Beman, W. W., ed. and trans. Dover.
    • 1996. In From Kant to Hilbert: A Source Book in the Foundations of Mathematics, 2 vols, Ewald, William B., ed., Oxford University Press
      Oxford University Press

      Oxford University Press is a publisher and a department of the University of Oxford in England. It is the largest university press in the world, being larger than all the American university presses combined with Cambridge University Press....
      : 787–832.
  • (German), reprinted in English translation as "The notion of 'definite' and the independence of the axiom of choice", van Heijenoort 1976, pp. 284–289.
, reprinted in English translation in Gentzen's Collected works, M. E. Szabo, ed., North-Holland, Amsterdam, 1969.
  • . English translation of title: "Completeness of the logical calculus".
. English translation of title: "The completeness of the axioms of the calculus of logical functions". , see On Formally Undecidable Propositions of Principia Mathematica and Related Systems
On Formally Undecidable Propositions of Principia Mathematica and Related Systems

?ber formal unentscheidbare S?tze der Principia Mathematica und verwandter Systeme I is a paper in mathematical logic by Kurt G?del. Dated November 17, 1930, it was originally published in German in the 1931 volume of Monatshefte f?r Mathematik. Several English translations have appeared in print, and the paper has been included in...
 for details on English translations.
  • , reprinted in English translation in Gödel's Collected Works, vol II, Soloman Feferman et al., eds. Oxford University Press, 1990.*, republished 1980, Open Court, Chicago.
  • . Lecture given at the International Congress of Mathematicians, 3 September 1928. Published in English translation as "The Grounding of Elementary Number Theory", in Mancosu 1998, pp. 266–273.
. (German), reprinted in English translation as "Geometric Investigations on the Theory of Parallel Lines" in Non-Euclidean Geometry, Robert Bonola (ed.), Dover, 1955. ISBN 0486600270
  • Leopold Löwenheim (1918)
  • .
  • (Italian), excerpt reprinted in English stranslation as "The principles of arithmetic, presented by a new method", van Heijenoort 1976, pp. 83 97.
(French), reprinted in English translation as "The principles of mathematics and the problems of sets", van Heijenoort 1976, pp. 142–144.
  • Thoralf Skolem (1919)
(German), reprinted in English translation as "Proof that every set can be well-ordered", van Heijenoort 1976, pp. 139–141. (German), reprinted in English translation as "A new proof of the possibility of a well-ordering", van Heijenoort 1976, pp. 183–198.

External links

  • , by P.D. Magnus, is a free textbook.
  • , by Stefan Bilaniuk, is another free textbook.
  • Detlovs, Vilnis, and Podnieks, Karlis (University of Latvia) A hyper-textbook.
  • Stanford Encyclopedia of Philosophy
    Stanford Encyclopedia of Philosophy

    The Stanford Encyclopedia of Philosophy is a Open access online encyclopedia of philosophy maintained by Stanford University. The SEP was initially developed with U.S....
    : -- by Stewart Shapiro
    Stewart Shapiro

    Stewart Shapiro is Professor of Philosophy at the Ohio State University and a regular visiting professor at the University of St Andrews in Scotland....
    .
  • Stanford Encyclopedia of Philosophy
    Stanford Encyclopedia of Philosophy

    The Stanford Encyclopedia of Philosophy is a Open access online encyclopedia of philosophy maintained by Stanford University. The SEP was initially developed with U.S....
    : -- by Wilfrid Hodges
    Wilfrid Hodges

    Wilfrid Hodges is a British mathematician, known for his work in model theory. He is Professor of Mathematics at Queen Mary, University of London and author of numerous books on logic....
    .
  • The offers many suggestions on what to read, depending on the student's familiarity with the subject: