Introduction to Nonlinear and Global Optimization / by Eligius M.T. Hendrix, Boglárka G.-Tóth
(Springer Optimization and Its Applications ; 37)
| データ種別 | 電子ブック |
|---|---|
| 出版者 | New York, NY : Springer New York |
| 出版年 | 2010 |
| 本文言語 | 英語 |
| 大きさ | XI, 208 p : online resource |
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| 内容注記 | Mathematical modeling, cases NLP optimality conditions Goodness of optimization algorithms Nonlinear Programming algorithms Deterministic GO algorithms Stochastic GO algorithms |
|---|---|
| 一般注記 | This self-contained text provides a solid introduction to global and nonlinear optimization, providing students of mathematics and interdisciplinary sciences with a strong foundation in applied optimization techniques. The book offers a unique hands-on and critical approach to applied optimization which includes the presentation of numerous algorithms, examples, and illustrations, designed to improve the reader’s intuition and develop the analytical skills needed to identify optimization problems, classify the structure of a model, and determine whether a solution fulfills optimality conditions. Key features of "Introduction to Nonlinear and Global Optimization": - Offers insights into relevant concepts such as "regions of attraction", "branch-and-bound", and "cross-cutting" methods as well as many other useful methodologies. -Exhibits numerical examples and exercises developing the reader’s familiarity with the terminology and algorithms that are frequently encountered in scientific literature. - Presents various heuristic and stochastic optimization techniques demonstrating how each be applied to a variety of models from biology, engineering, finance, chemistry, and economics. This book is intended to serve as a primary text in an advanced undergraduate or graduate course focusing on nonlinear and global optimization and requires an understanding of basic calculus and linear algebra |
| 著者標目 | *Hendrix, Eligius M.T. author G.-Tóth, Boglárka author SpringerLink (Online service) |
| 件 名 | LCSH:Mathematics LCSH:Numerical analysis LCSH:Mathematical models LCSH:Differential geometry LCSH:Calculus of variations LCSH:Operations research LCSH:Management science FREE:Mathematics FREE:Mathematical Modeling and Industrial Mathematics FREE:Numerical Analysis FREE:Calculus of Variations and Optimal Control; Optimization FREE:Operations Research, Management Science FREE:Differential Geometry |
| 分 類 | DC23:003.3 |
| 巻冊次 | ISBN:9780387886701 
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| ISBN | 9780387886701 |
| URL | http://dx.doi.org/10.1007/978-0-387-88670-1 |
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