An introduction to optimization

by Chong, Edwin Kah Pin

Type Book

Rate 0.0 /5

"The purpose of the book is to give the reader a working knowledge of optimization theory and methods"--

Details

Files

Reviews

Download

Title Statements

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

Summary

"The purpose of the book is to give the reader a working knowledge of optimization theory and methods"--

Edition Statements

Publication Date:cop. 2013.
Edition:Fourth edition

Publication Statements

Publisher(s):Wiley
Place of Publication:Hoboken (NJ)
Language:eng
Publication Date:cop. 2013.

The Physical Object

Description:1 vol. (XV-622 p.) : : ill. ; : 24 cm.

Edition Identifiers

ISBN:9781118279014, 1118279018
oclc:ocn868396736
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.

Subjects