Vector Spaces

AMA1751 · Chapter overview

Vector Spaces

Extends subspace, independence, basis, and dimension from R^n to abstract vector spaces and introduces coordinate changes.

Lessons

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1

Abstract Vector Spaces and Subspaces

Checks the vector-space axioms and recognizes subspaces of matrix, polynomial, and function spaces.

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2

Linear Combinations and Independence in Vector Spaces

Transfers span and linear-independence methods from coordinate vectors to general vector spaces.

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3

Bases and Dimension in Vector Spaces

Finds bases and dimensions of matrix and polynomial subspaces and applies the spanning-set and basis theorems.

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4

Coordinate Vectors and Change of Basis

Computes coordinate vectors and change-of-coordinates matrices between bases of R^n and general vector spaces.

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Linear Algebra · AMA1751