An introduction to optimization

by Chong, Edwin Kah Pin

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Title Statements

Full title :An introduction to optimization / Edwin K.P. Chong, Colorado State University, Stanislaw H. Żak, Purdue University.

Edition Statements

Publication Date:©2022
Edition:Fourth edition

Publication Statements

Publisher(s):Wiley
Place of Publication:Hoboken, New Jersey
Language:eng
Publication Date:©2022

Notes

Reprint of the 2013 fourth edition.

"Math 164, Optimization, UCLA"--Cover.

"Wiley custom learning solutions"--Cover.

The Physical Object

Description:xv, 622 pages : : illustrations ; : 28 cm.

Edition Identifiers

ISBN:9781119191582, 1119191580, 9781118279014, 1118279018
oclc:on1346781148
LC Classification:QA402.5
Dewey Decimal:519.6

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.