LEADER 03560nam 22006375 450 001 9910734098703321 005 20230719191235.0 010 $a3-319-96514-X 024 7 $a10.1007/978-3-319-96514-7 035 $a(CKB)4100000006999377 035 $a(MiAaPQ)EBC5541355 035 $a(DE-He213)978-3-319-96514-7 035 $a(PPN)231461585 035 $a(EXLCZ)994100000006999377 100 $a20181005d2018 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHyper-Heuristics: Theory and Applications /$fby Nelishia Pillay, Rong Qu 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (134 pages) 225 1 $aNatural Computing Series,$x2627-6461 311 $a3-319-96513-1 327 $aIntroduction to Hyper-Heuristics -- Selection Constructive Hyper-Heuristics -- Selection Pertubative Hyper-Heuristics -- Generation Constructive Hyper-Heuristics -- Generation Perturbative Hyper-Heuristics -- Theoretical Aspect: A Formal Definition -- Vehicle Routing Problems -- Nurse Rostering Problems -- Packing Problems -- Examination Timetabling Problems -- Cross-Domain Hyper-Heuristics -- Advances in Hyper-Heuristics -- Conclusions and Future Research Directions. 330 $aThis introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of selection constructive, selection perturbative, generation constructive and generation perturbative hyper-heuristics, and then a formal definition of hyper-heuristics. The chapters in the second part of the book examine applications of hyper-heuristics in vehicle routing, nurse rostering, packing and examination timetabling. The third part of the book presents advanced topics and then a summary of the field and future research directions. Finally the appendices offer details of the HyFlex framework and the EvoHyp toolkit, and then the definition, problem model and constraints for the most tested combinatorial optimization problems. The book will be of value to graduate students, researchers, and practitioners. 410 0$aNatural Computing Series,$x2627-6461 606 $aComputer science 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aMathematical optimization 606 $aOperations research 606 $aTheory of Computation 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aOptimization 606 $aOperations Research and Decision Theory 615 0$aComputer science. 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aMathematical optimization. 615 0$aOperations research. 615 14$aTheory of Computation. 615 24$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aOptimization. 615 24$aOperations Research and Decision Theory. 676 $a519.3 700 $aPillay$b Nelishia$4aut$4http://id.loc.gov/vocabulary/relators/aut$01371391 702 $aQu$b Rong$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910734098703321 996 $aHyper-Heuristics: Theory and Applications$93400457 997 $aUNINA LEADER 01332nas 2200409 c 450 001 9910145159703321 005 20260218112017.0 035 $a(CKB)1000000000275721 035 $a(OCoLC)182639466 035 $a(OCoLC)502369389 035 $a(DE-101)981263453 035 $a(DE-599)ZDB2251191-X 035 $a(DE-599)3168812-3 035 $a(EXLCZ)991000000000275721 100 $a20060918a19989999 |y | 101 0 $ager 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aInternational journal of conflict and violence$eIJCV$fInstitute for Interdisciplinary Conflict and Violence Research, University of Bielefeld 210 31$aBielefeld$cInst. for Interdisciplinary Conflict and Violence Research, Univ. of Bielefeld$d1998- 215 $aOnline-Ressource 300 $aGesehen am 06.10.20 311 08$a1438-9444 517 3 $aIJCV 608 $aZeitschrift$2gnd-content 676 $a303.605 686 $a2,1$2ssgn 712 02$aUniversita?t Bielefeld.$bInstitut fu?r interdisziplina?re Konflikt- und Gewaltforschung,$4isb 801 0$b9001 801 1$bDE-101 801 2$b9001 906 $aJOURNAL 912 $a9910145159703321 996 $aInternational journal of conflict and violence$92127840 997 $aUNINA