Metaheuristics: From Design to Implementation 1.1kg缺少版权页有破损内容不影响

图书标准信息

• 作者 El-Ghazali Talbi 著
• 出版社 Wiley
• 出版时间 2009-06
• ISBN 9780470278581
• 定价 911.20元
• 装帧 精装
• 开本 其他
• 纸张 其他
• 页数 624页
• 正文语种 英语

【内容简介】

AunifiedviewofmetaheuristicsThisbookprovidesacompletebackgroundonmetaheuristicsandshowsreadershowtodesignandimplementefficientalgorithmstosolvecomplexoptimizationproblemsacrossadiverserangeofapplications,fromnetworkingandbioinformaticstoengineeringdesign,routing,andscheduling.Itpresentsthemaindesignquestionsforallfamiliesofmetaheuristicsandclearlyillustrateshowtoimplementthealgorithmsunderasoftwareframeworktoreuseboththedesignandcode.Throughoutthebook,thekeysearchcomponentsofmetaheuristicsareconsideredasatoolboxfor:Designingefficientmetaheuristics(e.g.localsearch,tabusearch,simulatedannealing,evolutionaryalgorithms,particleswarmoptimization,scattersearch,antcolonies,beecolonies,artificialimmunesystems)foroptimizationproblemsDesigningefficientmetaheuristicsformulti-objectiveoptimizationproblemsDesigninghybrid,parallel,anddistributedmetaheuristicsImplementingmetaheuristicsonsequentialandparallelmachinesUsingmanycasestudiesandtreatingdesignandimplementationindependently,thisbookgivesreaderstheskillsnecessarytosolvelarge-scaleoptimizationproblemsquicklyandefficiently.Itisavaluablereferenceforpracticingengineersandresearchersfromdiverseareasdealingwithoptimizationormachinelearning;andgraduatestudentsincomputerscience,operationsresearch,control,engineering,businessandmanagement,andappliedmathematics.

【作者简介】

EL-GHAZALITALBIisafullProfessorinComputerScienceattheUniversityofLille(France),andheadoftheoptimizationgroupoftheComputerScienceLaboratory(L.I.F.L.).Hiscurrentresearchinterestsareinthefieldsofmetaheuristics,parallelalgorithms,multi-objectivecombinatorialoptimization,clusterandgridcomputing,hybridandcooperativeoptimization,andapplicationtobioinformatics,networking,transportation,andlogistics.HeisthefounderoftheconferenceMETA(InternationalConferenceonMetaheuristicsandNatureInspiredComputing),andisheadoftheINRIADolphinprojectdealingwithrobustmulti-objectiveoptimizationofcomplexsystems.