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Linear Algebra and Its Applications in Programming

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Table of Contents

PartⅠ

Chapter1 BackgroundandFundamentalsofMathematics

Chapter2 Groups

Chapter3 Rings

Chapter4 MatricesandMatrixRings

 

PartⅡ

Chapter5 VectorSpaces

Chapter6 LinearTransformations

Chapter7 DeterminantsAndMatrices

Chapter8 SpectralDecompositions

Chapter9 TensorAlgebra

 

PartⅢ

Chapter10 LinearProgramming

Chapter11 UnconstrainedProblems

Chapter12 ConstrainedMinimization

Bibliography

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Linear Algebra and Its Applications in Programming
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