03559nam 22006015 450 991015633970332120200704021936.0978331945403010.1007/978-3-319-45403-0(CKB)3710000000984025(DE-He213)978-3-319-45403-0(MiAaPQ)EBC4773796(PPN)197457568(EXLCZ)99371000000098402520161224d2016 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierMetaheuristics /edited by Patrick Siarry1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XVI, 489 p. 181 illus., 69 illus. in color.) 3-319-45401-3 3-319-45403-X Includes bibliographical references at the end of each chapters and index.Introduction -- Simulated Annealing -- Tabu Search -- Search in Variable Neighborhoods -- The GRASP Search Algorithm -- Evolutionary Algorithms -- Artificial Ants -- Particle Swarms -- Other Metaheuristics -- Other Social Insect Algorithms -- Extending Evolutionary Algorithms for Multiobjective Optimization -- Extending Evolutionary Algorithms for Optimization Under Constraints -- Modeling and Comparison Methods -- Hybrid Metaheuristics for Optimizing Logistics -- Metaheuristics for Vehicle Routing Problems -- Applications in Air Traffic Management.Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques, including simulated annealing, tabu search, evolutionary algorithms, artificial ants, and particle swarms, followed by chapters that demonstrate their applications to problems such as multiobjective optimization, logistics, vehicle routing, and air traffic management. The authors are leading researchers in this domain, with considerable teaching and applications experience, and the book will be of value to industrial practitioners, graduate students, and research academics.Artificial intelligenceComputational intelligenceOperations researchDecision makingMathematical optimizationArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Operations Research/Decision Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/521000Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Artificial intelligence.Computational intelligence.Operations research.Decision making.Mathematical optimization.Artificial Intelligence.Computational Intelligence.Operations Research/Decision Theory.Optimization.006.3Siarry Patrickedthttp://id.loc.gov/vocabulary/relators/edtBOOK9910156339703321Metaheuristics2252227UNINA