LEADER 02689nam 2200517 450 001 9910811578503321 005 20231020182642.0 010 $a1-119-13651-2 010 $a1-119-13650-4 035 $a(CKB)4330000000008820 035 $a(Au-PeEL)EBL4790361 035 $a(CaPaEBR)ebr11332852 035 $a(CaONFJC)MIL989113 035 $a(CaSebORM)9781848218079 035 $a(MiAaPQ)EBC4790361 035 $a(OCoLC)969774276 035 $a(EXLCZ)994330000000008820 100 $a20170206h20172017 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 10$aEvolutionary computation with biogeography-based optimization /$fHaiping Ma, Dan Simon 210 1$aLondon, [England] :$cISTE,$d2017. 210 4$dİ2017 215 $a1 online resource (349 pages) $cillustrations, tables 225 0 $aMetaheuristics Set ;$v8. 225 0 $aTHEi Wiley ebooks. 311 $a1-119-13654-7 311 $a1-84821-807-9 320 $aIncludes bibliographical references and index. 327 $aThe Science of Biogeography -- Biogeography and Biological Optimization -- A Basic BBO Algorithm -- BBO Extensions -- BBO as a Markov Process -- Dynamic System Models of BBO -- Statistical Mechanics Approximations of BBO -- BBO for Combinatorial Optimization -- Constrained BBO -- BBO in Noisy Environments -- Multi-objective BBO -- Hybrid BBO Algorithms -- Appendices. Unconstrained Benchmark Functions -- Constrained Benchmark Functions -- Multi-objective Benchmark Functions. 330 8 $aEvolutionary computation algorithms are employed to minimize functions with large number of variables. Biogeographybased 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 crossdisciplinary 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. 606 $aEvolutionary computation 615 0$aEvolutionary computation. 676 $a006.3823 700 $aMa$b Haiping$01632552 702 $aSimon$b Dan 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910811578503321 996 $aEvolutionary computation with biogeography-based optimization$93971771 997 $aUNINA