Kniha Nonlinear Optimization with Engineering Applications Michael Bartholomew-Biggs

Nonlinear Optimization with Engineering Applications

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa v malom množstve
Odosielame za 13-18 dní
82.43
This textbook examines a broad range of problems in science and engineering, describing key numerica...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2008
Stránok
280
EAN
9780387787220
ISBN
0387787224
Enbook ID
01383112
Hmotnosť
1320
Rozmery
155 x 235 x 18

Kompletný popis

This textbook examines a broad range of problems in science and engineering, describing key numerical methods applied to real life. The case studies presented are in such areas as data fitting, vehicle route planning and optimal control, scheduling and resource allocation, sensitivity calculations and worst-case analysis.Among the main topics covered: one-variable optimization optimality conditions, direct search and gradient§ unconstrained optimization in n variables solution methods including Nelder and Mead simplex, steepest descent, Newton, Gauss Newton, and quasi-Newton techniques, trust regions and conjugate gradients.§ constrained optimization in n variables solution methods including reduced-gradients, penalty and barrier methods, sequential quadratic programming, and interior point techniques§ an introduction to global optimization an introduction to automatic differentiationChapters are self-contained with exercises provided at the end of most sections. Nonlinear Optimization with Engineering Applications is ideal for self-study and classroom use in engineering courses at the senior undergraduate or graduate level. The book will also appeal to postdocs and advanced researchers interested in the development and use of optimization algorithms.Also by the author: Nonlinear Optimization with Financial Applications,ISBN: 978-1-4020-8110-1, (c)2005, Springer.

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