Nonlinear Optimization with Engineering Applications

Authors:

ISBN: 978-0-387-78722-0 (Print) 978-0-387-78723-7 (Online)

Table of contents (27 chapters)

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  1. Front Matter

    Pages 1-15

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    Book Chapter

    Pages 1-10

    Introducing Optimization

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    Book Chapter

    Pages 1-22

    One-variable Optimization

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    Book Chapter

    Pages 1-8

    Applications in n Variables

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    Book Chapter

    Pages 1-12

    n-Variable Unconstrained Optimization

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    Pages 1-10

    Direct Search Methods

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    Pages 1-12

    Computing Derivatives

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    Pages 1-8

    The Steepest Descent Method

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    Pages 1-8

    Weak Line Searches and Convergence

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    Book Chapter

    Pages 1-16

    Newton and Newton-like Methods

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    Pages 1-12

    Quasi-Newton Methods

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    Pages 1-12

    Conjugate Gradient Methods

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    Book Chapter

    Pages 1-2

    ASummary of Unconstrained Methods

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    Pages 1-8

    Optimization with Restrictions

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    Book Chapter

    Pages 1-6

    Larger-Scale Problems

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    Pages 1-8

    Global Unconstrained Optimization

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    Book Chapter

    Pages 1-14

    Equality Constrained Optimization

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    Pages 1-14

    Linear Equality Constraints

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    Pages 1-14

    Penalty Function Methods

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    Pages 1-14

    Sequential Quadratic Programming

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    Pages 1-14

    Inequality Constrained Optimization

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