Intelligent Optimisation Techniques ( Out Of Print/Rare Book )
Intelligent Optimisation Techniques ( Out Of Print/Rare Book )
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Book Summary
This book covers four optimisation techniques loosely classified as intelligent: genetic algorithms, tabu search, simulated annealing and neural networks. Genetic algorithms 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 find 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
ISBN-13
9781852330286
Language
English
Binding
Hard Bound
Publisher
Springer-Verlag
Publishing Date
2000-02-02
Product Edition
illustrated edition

Intelligent Optimisation Techniques ( Out Of Print/Rare Book )

by D., Karaboga (Author),
Springer-Verlag (Publisher)
fictionfantasyyoung adultaward winning

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Product Specifications
Book Summary
This book covers four optimisation techniques loosely classified as intelligent: genetic algorithms, tabu search, simulated annealing and neural networks. Genetic algorithms 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 find 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
Book Specifications
ISBN-13
9781852330286
Language
English
Binding
Hard Bound
Publisher
Springer-Verlag
Publishing Date
2000-02-02
Product Edition
illustrated edition