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Evolutionary Computation with Biogeography-based Optimization
Hoofdkenmerken
Auteur: Haiping Ma; Dan Simon
Titel: Evolutionary Computation with Biogeography-based Optimization
Uitgever: Wiley Global Research (STMS)
ISBN: 9781119136514
ISBN boekversie: 9781848218079
Editie: 1
Prijs: € 167,85
Verschijningsdatum: 18-01-2017
Inhoudelijke kenmerken
Categorie: Computer Engineering
Taal: English
Imprint: Wiley-ISTE
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

Evolutionary computation algorithms are employed to minimize functions with large number of variables. Biogeography-based optimization (BBO) is an optimization algorithm that is based on the science of biogeography, which researches the migration patterns of species. These migration paradigms provide the main logic behind BBO. Due to the cross-disciplinary nature of the optimization problems, there is a need to develop multiple approaches to tackle them and to study the theoretical reasoning behind their performance. This book explains the mathematical model of BBO algorithm and its variants created to cope with continuous domain problems (with and without constraints) and combinatorial problems.
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