Evolutionary Computation with Biogeography–based Optimization
Book Details
Format
Hardback or Cased Book
ISBN-10
1848218079
ISBN-13
9781848218079
Publisher
ISTE Ltd and John Wiley & Sons Inc
Imprint
ISTE Ltd and John Wiley & Sons Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Jan 17th, 2017
Print length
352 Pages
Weight
635 grams
Dimensions
23.40 x 16.00 x 2.30 cms
Product Classification:
OptimizationBiogeographyAlgorithms & data structuresAlgorithms and data structures
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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.
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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