Screen LibraryAn introduction to optimization /
"The purpose of the book is to give the reader a working knowledge of optimization theory and methods"--
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| Main Authors: | |
|---|---|
| Group Author: | |
| Published: |
Wiley,
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| Publisher Address: | Hoboken, New Jersey : |
| Publication Dates: |
[2013] ©2013 |
| Literature type: | Book |
| Language: | English |
| Edition: | Fourth edition. |
| Series: |
Wiley series in discrete mathematics and optimization
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| Subjects: | |
| Summary: |
"The purpose of the book is to give the reader a working knowledge of optimization theory and methods"-- |
| Item Description: | "A John Wiley & Sons, Inc., publication." |
| Carrier Form: | xv, 622 pages : illustrations ; 24 cm. |
| Bibliography: | Includes bibliographical references (pages 599-607) and index. |
| ISBN: |
9781118279014 (hardback) : 1118279018 (hardback) |
| Index Number: | QA402 |
| CLC: | O224 |
| Call Number: | O224/C548/4th ed. |
| Contents: | Part 1: Mathematical review. Methods of proof and some notation ; Vector spaces and matrices ; Transformations ; Concepts from geometry ; Elements of calculus. -- Part 2: Unconstrained optimization. Basics of set-constrained and unconstrained optimization ; One-dimensional search methods ; Gradient methods ; Newton's method ; Conjugate direction methods ; Quasi-Newton methods ; Solving linear equations ; Unconstrained optimization and neural networks ; Global search algorithms. -- Part 3: Linear programming. Introduction to linear programming ; Simplex method ; Duality ; Nonsimplex methods ; Integer linear programming. -- Part 4: Nonlinear constrained optimization. Problem with equality constraints ; Problems with inequality constraints ; Convex optimization problems ; Algorithms for constrained optimization ; Multiobjective optimization. |