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Hybrid Genetic Algorithms for Optimization: Design and Applications - Couverture souple

Das, Kedar Nath

 
9783659240591: Hybrid Genetic Algorithms for Optimization: Design and Applications
Couverture souple
ISBN 10 : 3659240591 ISBN 13 : 9783659240591
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

In this book, a Genetic Algorithm (GA) is hybridized with the local search called Quadratic Approximation (QA) that helps in finding the minima of a quadratic surface passing through three different arbitrary points in the search space. The designed hybrid GA is proposed to solve both unconstrained and unconstrained optimization problems. Initially, a qualitative combination of GA operators is being investigated to solve unconstrained optimization problems and is testified through some typical unconstrained benchmark functions. The proposed algorithm is used to solve some real world problems those are free of constraints. Later, the unconstrained algorithm is developed to handle constraints and its efficiency and efficacy is verified through some constrained typical benchmark function. Further, it is applied to some constrained real world problems. Towards the end, an efficient retrievable GA is proposed to solve to the Japanese number game called "Sudoku Puzzle" with a higher success rate.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659240591
ISBN 13 
9783659240591
Reliure
Broché
Nombre de pages
264
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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