Similarity

Specific definitions

Different fields provide differing definitions of similarity:

In mathematics

  • Similarity (geometry), a shape-preserving transformation
  • Matrix similarity, a relation between matrices
  • In computer science

  • Similarity function, a function that quantifies the similarity of two objects
  • string metric, AKA string similarity
  • semantic similarity in computational linguistics
  • In other fields

  • In engineering, Similitude (model) describe the geometric, kinematic and dynamic 'likeness' of two (or more) systems.
  • In psychology, similarity (psychology)
  • In music, musical similarity
  • In chemistry, chemical similarity
  • See also

  • Same (disambiguation)
  • Difference (disambiguation)
  • Equality (mathematics)
  • Identity (philosophy)
  • Matrix similarity

    In linear algebra, two n-by-n matrices A and B are called similar if

    for some invertible n-by-n matrix P. Similar matrices represent the same linear operator under two different bases, with P being the change of basis matrix.

    A transformation A\mapsto P^{-1}AP is called a similarity transformation or conjugation of the matrix A. In the general linear group, similarity is therefore the same as conjugacy, and similar matrices are also called conjugate; however in a given subgroup H of the general linear group, the notion of conjugacy may be more restrictive than similarity, since it requires that P can be chosen to lie in H.

    Properties

    Similarity is an equivalence relation on the space of square matrices.

    Similar matrices share any properties that are really properties of the represented linear operator:

  • Rank
  • Characteristic polynomial, and attributes that can be derived from it:
  • Determinant
  • Trace
  • Eigenvalues, and their algebraic multiplicities
  • Podcasts:

    PLAYLIST TIME:

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