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PDF Lecture 18: injective and surjective functions and transformations

18 nov 2016 · MA1111: LINEAR ALGEBRA I MICHAELMAS 2016 1 InJECtiVE And A linear transformation is injective if and only if its kernel is the trivial

  • How do you know if an equation is injective?

    Let f:X→Y be a function.

    1The function f is said to be injective (or one-to-one) if for all y∈range(f), there is a unique x∈X such that y=f(x).
    2) The function f is said to be surjective (or onto) if for all y∈Y, there exists x∈X such that y=f(x).
    3) If f is both injective and surjective, we say that f is bijective.

  • How do you know if T is injective?

    A transformation T from a vector space V to a vector space W is called injective (or one-to-one) if T(u) = T(v) implies u = v.
    In other words, T is injective if every vector in the target space is "hit" by at most one vector from the domain space.

  • What does it mean if a function is injective?

    A function is injective (one-to-one) if each possible element of the codomain is mapped to by at most one argument.
    Equivalently, a function is injective if it maps distinct arguments to distinct images.

  • To prove a function is injective we must either: Assume f(x) = f(y) and then show that x = y.
    Assume x doesn't equal y and show that f(x) doesn't equal f(x).

A linear transformation is injective if the only way two input vectors can produce the same output is in the trivial way, when both input vectors are equal.
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