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Similarity (geometry)

 

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Similarity (geometry)



 
 
Two geometrical objects are called similar if they both have the same shape. Equivalently and more precisely, one is congruent
Congruence (geometry)

In geometry, two sets of point are called congruent if one can be transformed into the other by an isometry, i.e., a combination of translation s, rotations and reflection s....
 to the result of a uniform scaling
Scaling (geometry)

In Euclidean geometry, uniform scaling or isotropic scaling is a linear transformation that enlarges or increases or diminishes objects; the scale factor is the same in all directions; it is also called a homothety....
 (enlarging or shrinking) of the other. Corresponding sides of similar polygons are in proportion, and corresponding angles of similar polygons have the same measure. One can be obtained from the other by uniformly "stretching", possibly with additional rotation, i.e., both have the same shape
Shape

The shape of an object located in some space is the part of that space occupied by the object, as determined by its external boundary ? abstracting from other properties such as colour, content, and material composition, as well as from the object's other spatial properties ....
, or additionally the mirror image
Mirror Image

"Mirror Image" is an episode of the television series The Twilight Zone ....
 is taken, i.e., one has the same shape as the mirror image of the other.






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Two geometrical objects are called similar if they both have the same shape. Equivalently and more precisely, one is congruent
Congruence (geometry)

In geometry, two sets of point are called congruent if one can be transformed into the other by an isometry, i.e., a combination of translation s, rotations and reflection s....
 to the result of a uniform scaling
Scaling (geometry)

In Euclidean geometry, uniform scaling or isotropic scaling is a linear transformation that enlarges or increases or diminishes objects; the scale factor is the same in all directions; it is also called a homothety....
 (enlarging or shrinking) of the other. Corresponding sides of similar polygons are in proportion, and corresponding angles of similar polygons have the same measure. One can be obtained from the other by uniformly "stretching", possibly with additional rotation, i.e., both have the same shape
Shape

The shape of an object located in some space is the part of that space occupied by the object, as determined by its external boundary ? abstracting from other properties such as colour, content, and material composition, as well as from the object's other spatial properties ....
, or additionally the mirror image
Mirror Image

"Mirror Image" is an episode of the television series The Twilight Zone ....
 is taken, i.e., one has the same shape as the mirror image of the other. For example, all circle
Circle

A circle is a simple shape of Euclidean geometry consisting of those point in a plane which are the same distance from a given point called the center....
s are similar to each other, all square
Square (geometry)

In Euclidean geometry, a square is a regular polygon with four equal sides and four equal angles . A square with vertices ABCD would be denoted ....
s are similar to each other, and all parabola
Parabola

In mathematics, the parabola is a conic section, the intersection of a right circular conical surface and a plane parallel to a generating straight line of that surface....
s are similar to each other. On the other hand, ellipse
Ellipse

In mathematics, an ellipse is the apparent shape of a circle viewed obliquely from outside it, as distinct from a hyperbola which is the shape seen from inside....
s are not all similar to each other, nor are hyperbola
Hyperbola

In mathematics a hyperbola is a smooth function planar curve having two connected components or branches, each a mirror image of the other and resembling two infinite bow aimed at each other....
s all similar to each other. If two angles of a triangle are equal to two angles of another triangle, then the triangles are similar.

Similar triangles

If triangle ABC is similar to triangle DEF, then this relation can be denoted as In order for two triangles to be similar, it is sufficient for them to have at least two angles that match. If this is true, then the third angle will also match, since the three angles of a triangle must add up to 180°.

Suppose that triangle ABC is similar to triangle DEF in such a way that the angle at vertex A is equal to the angle at vertex D, the angle at B is equal to the angle at E, and the angle at C is equal to the angle at F. Then, once this is known, it is possible to deduce
Deduction

Deduction can refer to one of the following usages: lower price on something* Deductive reasoning, inference in which the conclusion is of no greater generality than the premises...
 proportionalities between corresponding sides of the two triangles, such as the following:

In summary, if two triangles are similar, all the linear objects in the two triangles are of the same ratio.

This idea extends to similar polygon
Polygon

In geometry a polygon is traditionally a plane Shape that is bounded by a closed curve path or circuit, composed of a finite sequence of straight line segments ....
s with more sides. Given any two similar polygons, the corresponding sides are proportional
Proportionality (mathematics)

In mathematics, two quantity are called proportional if they vary in such a way that one of the quantities is a constant multiple of the other, or equivalently if they have a constant ratio....
. However, proportionality of sides is not sufficient to prove similarity for polygons beyond triangles (otherwise, for example, all rhombi would be similar). Corresponding angles must be equal.

Angle/side similarities
A concept commonly taught in high school mathematics is that of proving the "angle" and "side" theorems, which can be used to define two triangles as similar (or indeed, congruent).

In each of these three-letter acronyms, A stands for equal angles, and S for equal sides. For example, ASA refers to corresponding angle, side, and angle that are all equal
Equality (mathematics)

Equality is the paradigmatic example of the more general concept of equivalence relations on a set: those binary relations which are reflexive relation, symmetric relation, and transitive relation....
.

  • AA - Angle-Angle Similarity Postulate. If two angles of a triangle are equal to two angles of another triangle, then the triangles are similar.


See also: Congruence (geometry)
Congruence (geometry)

In geometry, two sets of point are called congruent if one can be transformed into the other by an isometry, i.e., a combination of translation s, rotations and reflection s....


Similarity in Euclidean space


One of the meanings of the terms similarity and similarity transformation (also called dilation
Dilation (mathematics)

In mathematics, a dilation is a function ƒ from a metric space into itself that satisfies the identityfor all points xy, where d is the distance from x to y and r is some positive real number....
) of a Euclidean space
Euclidean space

Around 300 Before Christ, the Ancient Greece mathematician Euclid undertook a study of relationships among distances and angles, first in a plane and then in space....
 is a 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....
 f from the space into itself that multiplies all distances by the same positive scalar
Scalar (mathematics)

In linear algebra, real numbers are called scalars and relate to vectors in a vector space through the operation of scalar multiplication, in which a vector can be multiplied by a number to produce another vector....
 r, so that for any two points x and y we have

where "d(x,y)" is the Euclidean distance
Euclidean distance

In mathematics, the Euclidean distance or Euclidean metric is the "ordinary" distance between two points that one would measure with a ruler, which can be proven by repeated application of the Pythagorean theorem....
 from x to y. Two sets are called similar if one is the image of the other under such a similarity.

A special case is a homothetic transformation
Homothetic transformation

In mathematics, a homothety is a Transformation of space which takes each line into a parallel line . All dilatations form a group in either affine geometry or Euclidean geometry....
 or central similarity: it neither involves rotation nor taking the mirror image. A similarity is a composition of a homothety and an isometry
Isometry

In mathematics, an isometry, isometric isomorphism or congruence mapping is a distance-preserving isomorphism between metric spaces....
. Therefore, in general Euclidean spaces every similarity is an affine transformation
Affine transformation

In geometry, an affine transformation or affine map or an affinity between two vector spaces consists of a linear transformation followed by a translation :...
, because the Euclidean group
Euclidean group

In mathematics, the Euclidean group E, sometimes called ISO or similar, is the symmetry group of n-dimensional Euclidean space. Its elements, the isometry associated with the Euclidean Metric , are called Euclidean moves....
 E(n) is a subgroup of the affine group
Affine group

In mathematics, the affine group or general affine group of any affine space over a field K is the group of all invertible affine transformations from the space into itself....
.

Viewing the complex plane
Complex number

In mathematics, the complex numbers are an extension of the real numbers obtained by adjoining an imaginary unit, denoted i, which satisfies:...
 as a 2-dimensional space over the reals
Real number

In mathematics, the real numbers may be described informally in several different ways. The real numbers include both rational numbers, such as 42 and −23/129, and irrational numbers, such as pi and the square root of two; or, a real number can be given by an infinite decimal representation, such as 2.4871773339...., where the digits co...
, the 2D similarity transformations expressed in terms of the complex plane are and , and all affine transformation
Affine transformation

In geometry, an affine transformation or affine map or an affinity between two vector spaces consists of a linear transformation followed by a translation :...
s are of the form (a, b, and c complex).

Similarity in general metric spaces


Sierpinski Triangle (blue)
In a general metric space
Metric space

In mathematics, a metric space is a Set where a notion of distance between elements of the set is defined.The metric space which most closely corresponds to our intuitive understanding of space is the 3-dimensional Euclidean space....
 (Xd), an exact similitude is a 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....
 f from the metric space X into itself that multiplies all distances by the same positive scalar
Scalar (mathematics)

In linear algebra, real numbers are called scalars and relate to vectors in a vector space through the operation of scalar multiplication, in which a vector can be multiplied by a number to produce another vector....
 r, called f's contraction factor, so that for any two points x and y we have

Weaker versions of similarity would for instance have f be a bi-Lipschitz
Lipschitz continuity

In mathematics, more specifically in real analysis, Lipschitz continuity, named after Rudolf Lipschitz, is a smoothness condition for function s which is stronger than regular continuous function....
 function and the scalar r a limit

This weaker version applies when the metric is an effective resistance on a topologically self-similar set.

A self-similar subset of a metric space (Xd) is a set K for which there exists a finite set of similitudes with contraction factors such that K is the unique compact subset of X for which

These self-similar sets have a self-similar measure
Measure (mathematics)

In mathematics, more specifically in measure theory, a measure on a set is a systematic way to assign to each suitable subset a number, intuitively interpreted as the size of the subset....
 with dimension D given by the formula

which is often (but not always) equal to the set's Hausdorff dimension
Hausdorff dimension

In mathematics, the Hausdorff dimension is an Extended real number line non-negative real number associated to any metric space. The Hausdorff dimension generalizes the notion of the dimension of a real vector space....
 and packing dimension
Packing dimension

In mathematics, the packing dimension is one of a number of concepts that can be used to define the dimension of a subset of a metric space. Packing dimension is in some sense duality to Hausdorff dimension, since packing dimension is constructed by "packing" small open balls inside the given subset, whereas Hausdorff dimension is construct...
. If the overlaps between the are "small", we have the following simple formula for the measure:

Topology

In topology
Topology

Topology is a major area of mathematics that has emerged through the development of concepts from geometry and set theory, such as those of space, dimension, shape, transformation and others....
, a metric space
Metric space

In mathematics, a metric space is a Set where a notion of distance between elements of the set is defined.The metric space which most closely corresponds to our intuitive understanding of space is the 3-dimensional Euclidean space....
 can be constructed by defining a similarity instead of a distance
Distance

Distance is a numerical description of how far apart objects are. In physics or everyday discussion, distance may refer to a physical length, a period of time, or an estimation based on other criteria ....
. The similarity is a function such that its value is greater when two points are closer (contrary to the distance, which is a measure of dissimilarity: the closer the points, the lesser the distance).

The definition of the similarity can vary among authors, depending on which properties are desired. The basic common properties are
  1. Positive defined:
  2. Majored by the similarity of one element on itself (auto-similarity): and


More properties can be invoked, such as reflectivity or finiteness . The upper value is often set at 1 (creating a possibility for a probabilistic interpretation of the similitude).

Self-similarity

Self-similarity
Self-similarity

In mathematics, a self-similar object is exactly or approximately similarity to a part of itself . Many objects in the real world, such as coastlines, are statistically self-similar: parts of them show the same statistical properties at many scales....
 means that a pattern is non-trivially similar to itself, e.g., the set . When this set is plotted on a logarithmic scale
Logarithmic scale

A logarithmic scale is a scale that uses the logarithm of a physical quantity instead of the quantity itself.Presentation of data on a logarithmic scale can be helpful when the data covers a large range of values – the logarithm reduces this to a more manageable range....
 it has translational symmetry
Translational symmetry

In geometry, a translation "slides" an object by a a: Ta = p + a.In physics and mathematics, continuous translational symmetry is the invariance of a system of equations under any translation....
.

See also

  • Congruence (geometry)
    Congruence (geometry)

    In geometry, two sets of point are called congruent if one can be transformed into the other by an isometry, i.e., a combination of translation s, rotations and reflection s....
  • Hamming distance
    Hamming distance

    In information theory, the Hamming distance between two String s of equal length is the number of positions for which the corresponding symbols are different....
     (string or sequence similarity)
  • inversive geometry
  • Jaccard index
    Jaccard index

    The Jaccard index, also known as the Jaccard similarity coefficient , is a statistic used for comparing the similarity and diversity of Sample sets....
  • Proportionality
    Proportionality (mathematics)

    In mathematics, two quantity are called proportional if they vary in such a way that one of the quantities is a constant multiple of the other, or equivalently if they have a constant ratio....
  • Semantic similarity
    Semantic similarity

    Semantic similarity is a concept whereby a set of documents or terms within term lists are assigned a metric space based on the likeness of their Meaning / semantic content....
  • Similarity search
    Nearest neighbor search

    Nearest neighbor search , also known as proximity search, similarity search or closest point search, is an optimization problem for finding closest points in metric spaces....
  • Similarity space on Numerical taxonomy
    Numerical taxonomy

    Numerical taxonomy or Phenetics is a classification system in biological systematics. It aims to create a taxonomy using numeric algorithms like cluster analysis....


External links