Nonlinear Optimization with Engineering Applications

Name: Nonlinear Optimization with Engineering Applications
Brand: Springer-Verlag New York Inc.
SKU: 9780387787220
Price: 453.95 RON
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Autor: Michael Bartholomew-Biggs

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Editura: Springer-Verlag New York Inc.

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453.95 lei

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

Informații despre carte

Autor

Michael Bartholomew-Biggs

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2008

Pagini

280

EAN

9780387787220

ISBN

0387787224

Enbook ID

01383112

Editura

Springer-Verlag New York Inc.

Greutate

1320

Dimensiuni

155 x 235 x 18

Descriere completă

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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