Intelligent Optimisation Techniques : Genetic Algorithms, Tabu Search, Simulated Annealing and Neural Networks
Language: English
Published by Springer, 2011
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 108.64
Quantity: 1 available
Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - This book covers four optimisation techniques loosely classified as 'intelligent': genetic algorithms, tabu search, simulated annealing and neural networks. - Genetic algorithms (GAs) locate optima using processes similar to those in natural selection and genetics. - Tabu search is a heuristic procedure that employs dynamically generated constraints or tabus to guide the search for optimum solutions. - Simulated annealing finds optima in a way analogous to the reaching of minimum energy configurations in metal annealing. - Neural networks are computational models of the brain. Certain types of neural networks can be used for optimisation by exploiting their inherent ability to evolve in the direction of the negative gradient of an energy function and to reach a stable minimum of that function. Aimed at engineers, the book gives a concise introduction to the four techniques and presents a range of applications drawn from electrical, electronic, manufacturing, mechanical and systems engineering. The book contains listings of C programs implementing the main techniques described to assist readers wishing to experiment with them. The book does not assume a previous background in intelligent optl1TIlsation techniques. For readers unfamiliar with those techniques, Chapter 1 outlines the key concepts underpinning them. To provide a common framework for comparing the different techniques, the chapter describes their performances on simple benchmark numerical and combinatorial problems. More complex engineering applications are covered in the remaining four chapters of the book. …
Seller Inventory # 9781447111863
- Title
- Intelligent Optimisation Techniques : Genetic Algorithms, Tabu Search, Simulated Annealing and Neural Networks
- Author
- Duc Pham
- Publisher
- Springer
- Publication year
- 2011
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1447111869
- ISBN 13
- 9781447111863
- Item weight
- 482 grams
- Dimensions
- 235x155x18 mm
"Synopsis" may belong to another edition of this title.
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