Nonlinear Optimization with Engineering Applications
Language: English
Published by Springer US, 2010
Series: Book 16 of 176 - Springer Optimization and Its Applications
- Softcover
- New
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Add to basketItem description from seller
Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. A sound theoretical introduction to optimization but mainly placing a practical emphasis on understanding algorithms and how to use themThis textbook examines a broad range of problems in science and engineering, describing key numerical methods appl.
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- Title
- Nonlinear Optimization with Engineering Applications
- Author
- Michael Bartholomew-Biggs
- Publisher
- Springer US
- Publication year
- 2010
- Condition
- New
- Binding
- Kartoniert / Broschiert
- Language
- English
- ISBN 10
- 1441946217
- ISBN 13
- 9781441946218
- Series
- Book 16 of 176: Springer Optimization and Its Applications
"Synopsis" may belong to another edition of this title.
From the Back Cover
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 differentiation
Chapters 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.
"About the title" may belong to another edition of this title.
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