Verfügbarkeit: Hybrid Metaheuristics

Hybrid Metaheuristics: Powerful Tools for Optimization

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Bibliographische Detailangaben
Hauptverfasser:	Blum, Christian (VerfasserIn), Raidl, Günther (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham Springer 2016
Schriftenreihe:	Artificial Intelligence: Foundations, Theory, and Algorithms
Schlagworte:	Computer science Operations research Decision making Computers Artificial intelligence Mathematical optimization Computational intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Computational Intelligence Operation Research/Decision Theory Optimization Informatik Künstliche Intelligenz Evolutionärer Algorithmus Kombinatorische Optimierung Metaheuristik
Online-Zugang:	BTU01 FHA01 FHI01 FHM01 FHN01 FHR01 FKE01 FRO01 HTW01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 URL des Erstveröffentlichers Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource (XVI, 157 Seiten) 29 Illustrationen
ISBN:	9783319308838
ISSN:	2365-3051
DOI:	10.1007/978-3-319-30883-8

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Datensatz im Suchindex

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adam_text	HYBRID METAHEURISTICS / BLUM, CHRISTIAN : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION INCOMPLETE SOLUTION REPRESENTATIONS AND DECODERS HYBRIDIZATION BASED ON PROBLEM INSTANCE REDUCTION HYBRIDIZATION BASED ON LARGE NEIGHBORHOOD SEARCH MAKING USE OF A PARALLEL, NON-INDEPENDENT, CONSTRUCTION OF SOLUTIONS WITHIN METAHEURISTICS HYBRIDIZATION BASED ON COMPLETE SOLUTION ARCHIVES FURTHER HYBRIDS AND CONCLUSIONS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. HYBRID METAHEURISTICS / BLUM, CHRISTIAN : 2016 ABSTRACT / INHALTSTEXT THIS BOOK EXPLAINS THE MOST PROMINENT AND SOME PROMISING NEW, GENERAL TECHNIQUES THAT COMBINE METAHEURISTICS WITH OTHER OPTIMIZATION METHODS. A FIRST INTRODUCTORY CHAPTER REVIEWS THE BASIC PRINCIPLES OF LOCAL SEARCH, PROMINENT METAHEURISTICS, AND TREE SEARCH, DYNAMIC PROGRAMMING, MIXED INTEGER LINEAR PROGRAMMING, AND CONSTRAINT PROGRAMMING FOR COMBINATORIAL OPTIMIZATION PURPOSES. THE CHAPTERS THAT FOLLOW PRESENT FIVE GENERALLY APPLICABLE HYBRIDIZATION STRATEGIES, WITH EXEMPLARY CASE STUDIES ON SELECTED PROBLEMS: INCOMPLETE SOLUTION REPRESENTATIONS AND DECODERS; PROBLEM INSTANCE REDUCTION; LARGE NEIGHBORHOOD SEARCH; PARALLEL NON-INDEPENDENT CONSTRUCTION OF SOLUTIONS WITHIN METAHEURISTICS; AND HYBRIDIZATION BASED ON COMPLETE SOLUTION ARCHIVES. THE AUTHORS ARE AMONG THE LEADING RESEARCHERS IN THE HYBRIDIZATION OF METAHEURISTICS WITH OTHER TECHNIQUES FOR OPTIMIZATION, AND THEIR WORK REFLECTS THE BROAD SHIFT TO PROBLEM-ORIENTED RATHER THAN ALGORITHM-ORIENTED APPROACHES, ENABLING FASTER AND MORE EFFECTIVE IMPLEMENTATION IN REAL-LIFE APPLICATIONS. THIS HYBRIDIZATION IS NOT RESTRICTED TO DIFFERENT VARIANTS OF METAHEURISTICS BUT INCLUDES, FOR EXAMPLE, THE COMBINATION OF MATHEMATICAL PROGRAMMING, DYNAMIC PROGRAMMING, OR CONSTRAINT PROGRAMMING WITH METAHEURISTICS, REFLECTING CROSS-FERTILIZATION IN FIELDS SUCH AS OPTIMIZATION, ALGORITHMICS, MATHEMATICAL MODELING, OPERATIONS RESEARCH, STATISTICS, AND SIMULATION. THE BOOK IS A VALUABLE INTRODUCTION AND REFERENCE FOR RESEARCHERS AND GRADUATE STUDENTS IN THESE DOMAINS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Blum, Christian Raidl, Günther
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indexdate	2024-07-10T07:29:22Z
institution	BVB
isbn	9783319308838
issn	2365-3051
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028994324
oclc_num	951067045
open_access_boolean
owner	DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634
owner_facet	DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-898 DE-BY-UBR DE-861 DE-523 DE-859 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-573 DE-M347 DE-703 DE-739 DE-634
physical	1 Online-Ressource (XVI, 157 Seiten) 29 Illustrationen
psigel	ZDB-2-SCS ZDB-2-SCS_2016
publishDate	2016
publishDateSearch	2016
publishDateSort	2016
publisher	Springer
record_format	marc
series2	Artificial Intelligence: Foundations, Theory, and Algorithms
spelling	Blum, Christian Verfasser (DE-588)136654320 aut Hybrid Metaheuristics Powerful Tools for Optimization by Christian Blum, Günther R. Raidl Cham Springer 2016 1 Online-Ressource (XVI, 157 Seiten) 29 Illustrationen txt rdacontent c rdamedia cr rdacarrier Artificial Intelligence: Foundations, Theory, and Algorithms 2365-3051 Computer science Operations research Decision making Computers Artificial intelligence Mathematical optimization Computational intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Computational Intelligence Operation Research/Decision Theory Optimization Informatik Künstliche Intelligenz Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Kombinatorische Optimierung (DE-588)4031826-6 gnd rswk-swf Metaheuristik (DE-588)4820176-5 gnd rswk-swf Metaheuristik (DE-588)4820176-5 s Kombinatorische Optimierung (DE-588)4031826-6 s Evolutionärer Algorithmus (DE-588)4366912-8 s DE-604 Raidl, Günther Verfasser (DE-588)13872556X aut Erscheint auch als Druckausgabe 978-3-319-30882-1 https://doi.org/10.1007/978-3-319-30883-8 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994324&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994324&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Blum, Christian Raidl, Günther Hybrid Metaheuristics Powerful Tools for Optimization Computer science Operations research Decision making Computers Artificial intelligence Mathematical optimization Computational intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Computational Intelligence Operation Research/Decision Theory Optimization Informatik Künstliche Intelligenz Evolutionärer Algorithmus (DE-588)4366912-8 gnd Kombinatorische Optimierung (DE-588)4031826-6 gnd Metaheuristik (DE-588)4820176-5 gnd
subject_GND	(DE-588)4366912-8 (DE-588)4031826-6 (DE-588)4820176-5
title	Hybrid Metaheuristics Powerful Tools for Optimization
title_auth	Hybrid Metaheuristics Powerful Tools for Optimization
title_exact_search	Hybrid Metaheuristics Powerful Tools for Optimization
title_full	Hybrid Metaheuristics Powerful Tools for Optimization by Christian Blum, Günther R. Raidl
title_fullStr	Hybrid Metaheuristics Powerful Tools for Optimization by Christian Blum, Günther R. Raidl
title_full_unstemmed	Hybrid Metaheuristics Powerful Tools for Optimization by Christian Blum, Günther R. Raidl
title_short	Hybrid Metaheuristics
title_sort	hybrid metaheuristics powerful tools for optimization
title_sub	Powerful Tools for Optimization
topic	Computer science Operations research Decision making Computers Artificial intelligence Mathematical optimization Computational intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Computational Intelligence Operation Research/Decision Theory Optimization Informatik Künstliche Intelligenz Evolutionärer Algorithmus (DE-588)4366912-8 gnd Kombinatorische Optimierung (DE-588)4031826-6 gnd Metaheuristik (DE-588)4820176-5 gnd
topic_facet	Computer science Operations research Decision making Computers Artificial intelligence Mathematical optimization Computational intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Computational Intelligence Operation Research/Decision Theory Optimization Informatik Künstliche Intelligenz Evolutionärer Algorithmus Kombinatorische Optimierung Metaheuristik
url	https://doi.org/10.1007/978-3-319-30883-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994324&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994324&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT blumchristian hybridmetaheuristicspowerfultoolsforoptimization AT raidlgunther hybridmetaheuristicspowerfultoolsforoptimization

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