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Note that a square matrix A is injective (or surjective) iff it is both injective and surjective i e iff it is bijective Bijective matrices are also 

PDF 22 Properties of Linear Transformations Matrices

Definition A linear map T : V → W is called bijective if T is both injective and surjective Jiwen He University of Houston Math 4377/6308 Advanced Linear 

  • Let A:U→V be a linear operator between finite-dimensional vector spaces U and V.

    Let A:U→V be a linear operator between finite-dimensional vector spaces U and V.

    1(1) rank(A)≤dim(V).2(2) rank(A)+nullity(A)=dim(U).3(.
    3) A is injective iff nullity(A)=0.4(.
    4) A is surjective iff rank(A)=dim(V)5(.
    5) The dimension of Mm×n(R) is mn.

  • What is surjective vs injective vs bijective?

    For an injective function, the cardinality of the codomain must be greater than or equal to the cardinality of the domain.
    For a surjective function, the size of the codomain must be less than or equal to the size of the domain.
    And for a bijective function, the size of the codomain must equal the size of the domain.

  • What is bijective in linear algebra?

    A bijection, bijective function, or one-to-one correspondence between two mathematical sets is a function such that each element of the second set (the codomain) is mapped to from exactly one element of the first set (the domain).

  • A map is said to be:
    1. surjective if its range (i.e., the set of values it actually takes) coincides with its codomain (i.e., the set of values it may potentially take);
    2. injective if it maps distinct elements of the domain into distinct elements of the codomain;
    3. bijective if it is both injective and surjective.
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