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Evolutionary Computation with Biogeography-Based Optimization by Haiping Ma, Dan Simon

Evolutionary Computation with Biogeography-Based Optimization

by Haiping Ma , Dan Simon
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Book cover type: Hardcover
  • ISBN13: 9781848218079
  • Binding: Hardcover
  • Subject: Computer Science and Information Technology
  • Publisher: Wiley
  • Publisher Imprint: Wiley-ISTE
  • Publication Date:
  • Pages: 344
  • Original Price: USD 177.95
  • Language: English
  • Edition: N/A
  • Item Weight: 636 grams
  • BISAC Subject(s): Computer Engineering

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.

Haiping Ma, Shangai University, China.

Dan Simon, Professor, Cleveland State University, USA.

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