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7 - Linear Transformations

THuLTHvLTHu+vL=THuL+THvLTH 2uL= 2 THuL7 - Linear TransformationsMathematics has as its objects of study sets with various structures. These sets include sets ofnumbers (such as the integers, rationals, reals, and complexes) whose structure (at least from analgebraic point of view) arise from the operations of addition and multiplication with theirrelevant properties. Metric spaces consist of sets of points whose structure comes from adistance function. Various sets of functions with certain properties make up other objects withtheir structure coming from the operation of composition.

Linear transformations are defined as functions between vector spaces which preserve addition and multiplication. This is sufficient to insure that th ey preserve additional aspects of the spaces as well as the result below shows. Theorem Suppose that T: V 6 W is a linear transformation and denote the zeros of V and W by 0v and 0w, respectively.

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