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Intelligent Optimisation Techniques
Pham, D.T.; Karaboga, Dervis
€ 119.30
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Description for Intelligent Optimisation Techniques
Paperback. Num Pages: 302 pages, biography. BIC Classification: TBD; UGK. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 16. Weight in Grams: 480.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
2011
Publisher
Springer London Ltd United Kingdom
Number of pages
302
Condition
New
Number of Pages
302
Place of Publication
England, United Kingdom
ISBN
9781447111863
SKU
V9781447111863
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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