Verfügbarkeit: Hybrid Metaheuristics | Technische Universität München

Hybrid Metaheuristics: Powerful Tools for Optimization

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Bibliographische Detailangaben
Beteiligte Personen:	Blum, Christian (VerfasserIn), Raidl, Günther (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Cham Springer 2016
Schriftenreihe:	Artificial Intelligence: Foundations, Theory, and Algorithms
Schlagwörter:	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
Links:	https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 https://doi.org/10.1007/978-3-319-30883-8 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
Umfang:	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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indexdate	2024-12-20T17:40:00Z
institution	BVB
isbn	9783319308838
issn	2365-3051
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-028994324
oclc_num	951067045
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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
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physical	1 Online-Ressource (XVI, 157 Seiten) 29 Illustrationen
psigel	ZDB-2-SCS ZDB-2-SCS_2016
publishDate	2016
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publisher	Springer
record_format	marc
series2	Artificial Intelligence: Foundations, Theory, and Algorithms
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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