A linear space, also known as a vector space, is a mathematical structure that consists of a set of vectors along with two operations: vector addition and scalar multiplication. This framework allows for the manipulation of vectors in a way that supports linear combinations, which is essential in understanding various concepts such as transformations and solutions to linear equations. Linear spaces are foundational in many areas of mathematics and computer science, especially when analyzing algorithms and data structures.
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