Nonlinear Optimization with Engineering Applications

Name: Nonlinear Optimization with Engineering Applications
Brand: Springer-Verlag New York Inc.
SKU: 9780387787220
Price: 366.25 PLN
Availability: InStock

Autor: Michael Bartholomew-Biggs

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag New York Inc.

Dostępność: Dostępna u dostawcy w małych ilościach

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This textbook examines a broad range of problems in science and engineering, describing key numerica...

Informacje o książce

Autor

Michael Bartholomew-Biggs

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2008

strony

280

EAN

9780387787220

ISBN

0387787224

Enbook ID

01383112

Wydawca

Springer-Verlag New York Inc.

Waga

1320

Wymiary

155 x 235 x 18

Pełny opis

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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