Holdings: Theory and Practice of Uncertain Programming

Theory and Practice of Uncertain Programming:

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Bibliographic Details
Format:	Electronic eBook
Language:	English
Published:	Heidelberg, Neckar Springer Berlin 2009 Heidelberg, Neckar Physica-Verlag
Edition:	2. Ed.
Series:	Studies in Fuzziness and Soft Computing 239
Subjects:	Fuzzy-Zufallsvariable Stochastische Optimierung Grobmenge Optimierung Fuzzy-Optimierung
Online Access:	BTU01 FHN01 FHR01 Volltext Inhaltsverzeichnis
Physical Description:	1 Online-Ressource (205 S.)
ISBN:	9783540894841
DOI:	10.1007/978-3-540-89484-1

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adam_text	CONTENTS 1 MATHEMATICAL PROGRAMMING 1 1.1 SINGLE-OBJECTIVE PROGRAMMING 1 1.2 MULTIOBJECTIVE PROGRAMMING 3 1.3 GOAL PROGRAMMING 4 1.4 DYNAMIC PROGRAMMING 6 1.5 MULTILEVEL PROGRAMMING 7 2 GENETIC ALGORITHMS 9 2.1 REPRAESENTATION STRUCTURE 10 2.2 HANDLING CONSTRAINTS 10 2.3 INITIALIZATION PROCESS 10 2.4 EVALUATION FUNCTION 11 2.5 SELECTION PROCESS 12 2.6 CROSSOVER OPERATION 12 2.7 MUTATION OPERATION 13 2.8 GENERAL PROCEDURE 13 2.9 NUMERICAL EXPERIMENTS 14 3 NEURAL NETWORKS 19 3.1 BASIC CONCEPTS 19 3.2 FUNCTION APPROXIMATION 21 3.3 NEURON NUMBER DETERMINATION 21 3.4 BACKPROPAGATION ALGORITHM 22 3.5 NUMERICAL EXPERIMENTS 23 4 STOCHASTIC PROGRAMMING 25 4.1 RANDOM VARIABLES 25 4.2 EXPECTED VALUE MODEL 35 4.3 CHANCE-CONSTRAINED PROGRAMMING 37 4.4 DEPENDENT-CHANCE PROGRAMMING 42 BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/991007115 DIGITALISIERT DURCH X CONTENTS 4.5 HYBRID INTELLIGENT ALGORITHM 50 4.6 NUMERICAL EXPERIMENTS 54 5 FUZZY PROGRAMMING 57 5.1 FUZZY VARIABLES 57 5.2 EXPECTED VALUE MODEL 68 5.3 CHANCE-CONSTRAINED PROGRAMMING 70 5.4 DEPENDENT-CHANCE PROGRAMMING 74 5.5 HYBRID INTELLIGENT ALGORITHM 76 5.6 NUMERICAL EXPERIMENTS 79 6 HYBRID PROGRAMMING 83 6.1 HYBRID VARIABLES 83 6.2 EXPECTED VALUE MODEL 98 6.3 CHANCE-CONSTRAINED PROGRAMMING 99 6.4 DEPENDENT-CHANCE PROGRAMMING 102 6.5 HYBRID INTELLIGENT ALGORITHM 104 6.6 NUMERICAL EXPERIMENTS 107 7 UNCERTAIN PROGRAMMING 111 7.1 UNCERTAIN VARIABLES 111 7.2 EXPECTED VALUE MODEL 118 7.3 CHANCE-CONSTRAINED PROGRAMMING 119 7.4 DEPENDENT-CHANCE PROGRAMMING 121 7.5 UNCERTAIN DYNAMIC PROGRAMMING 122 7.6 UNCERTAIN MULTILEVEL PROGRAMMING 124 7.7 3 GRAPH OF UNCERTAIN PROGRAMMING 127 8 SYSTEM RELIABILITY DESIGN 129 8.1 PROBLEM DESCRIPTION 129 8.2 STOCHASTIC MODELS 130 8.3 FUZZY MODELS 134 8.4 HYBRID MODELS 136 8.5 EXERCISES 137 9 PROJECT SCHEDULING PROBLEM 139 9.1 PROBLEM DESCRIPTION 139 9.2 STOCHASTIC MODELS 140 9.3 FUZZY MODELS 143 9.4 HYBRID MODELS 145 9.5 EXERCISES 146 10 VEHICLE ROUTING PROBLEM 14 CONTENTS XI 10.3 FUZZY MODELS 153 10.4 HYBRID MODELS 154 10.5 EXERCISES 155 11 FACILITY LOCATION PROBLEM 157 11.1 PROBLEM DESCRIPTION 157 11.2 STOCHASTIC MODELS 157 11.3 FUZZY MODELS 160 11.4 HYBRID MODELS 163 11.5 EXERCISES 165 12 MACHINE SCHEDULING PROBLEM 167 12.1 PROBLEM DESCRIPTION 167 12.2 STOCHASTIC MODELS 168 12.3 FUZZY MODELS 172 12.4 HYBRID MODELS 175 12.5 EXERCISES 177 REFERENCES 179 LIST OF ACRONYMS 197 LIST OF FREQUENTLY USED SYMBOLS 199 INDEX 201
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series	Studies in Fuzziness and Soft Computing
series2	Studies in Fuzziness and Soft Computing
spelling	Theory and Practice of Uncertain Programming Baoding Liu 2. Ed. Heidelberg, Neckar Springer Berlin 2009 Heidelberg, Neckar Physica-Verlag 1 Online-Ressource (205 S.) txt rdacontent c rdamedia cr rdacarrier Studies in Fuzziness and Soft Computing 239 Fuzzy-Zufallsvariable (DE-588)4201987-4 gnd rswk-swf Stochastische Optimierung (DE-588)4057625-5 gnd rswk-swf Grobmenge (DE-588)4362502-2 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Fuzzy-Optimierung (DE-588)4659945-9 gnd rswk-swf Stochastische Optimierung (DE-588)4057625-5 s DE-604 Fuzzy-Optimierung (DE-588)4659945-9 s Optimierung (DE-588)4043664-0 s Grobmenge (DE-588)4362502-2 s 1\p DE-604 Fuzzy-Zufallsvariable (DE-588)4201987-4 s 2\p DE-604 Liu, Baoding 1965- Sonstige (DE-588)12374539X oth Erscheint auch als Druck-Ausgabe, Hardcover 978-3-540-89483-4 Studies in Fuzziness and Soft Computing 239 (DE-604)BV021858135 239 https://doi.org/10.1007/978-3-540-89484-1 Verlag Volltext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017107369&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle	Theory and Practice of Uncertain Programming Studies in Fuzziness and Soft Computing Fuzzy-Zufallsvariable (DE-588)4201987-4 gnd Stochastische Optimierung (DE-588)4057625-5 gnd Grobmenge (DE-588)4362502-2 gnd Optimierung (DE-588)4043664-0 gnd Fuzzy-Optimierung (DE-588)4659945-9 gnd
subject_GND	(DE-588)4201987-4 (DE-588)4057625-5 (DE-588)4362502-2 (DE-588)4043664-0 (DE-588)4659945-9
title	Theory and Practice of Uncertain Programming
title_auth	Theory and Practice of Uncertain Programming
title_exact_search	Theory and Practice of Uncertain Programming
title_full	Theory and Practice of Uncertain Programming Baoding Liu
title_fullStr	Theory and Practice of Uncertain Programming Baoding Liu
title_full_unstemmed	Theory and Practice of Uncertain Programming Baoding Liu
title_short	Theory and Practice of Uncertain Programming
title_sort	theory and practice of uncertain programming
topic	Fuzzy-Zufallsvariable (DE-588)4201987-4 gnd Stochastische Optimierung (DE-588)4057625-5 gnd Grobmenge (DE-588)4362502-2 gnd Optimierung (DE-588)4043664-0 gnd Fuzzy-Optimierung (DE-588)4659945-9 gnd
topic_facet	Fuzzy-Zufallsvariable Stochastische Optimierung Grobmenge Optimierung Fuzzy-Optimierung
url	https://doi.org/10.1007/978-3-540-89484-1 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017107369&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV021858135
work_keys_str_mv	AT liubaoding theoryandpracticeofuncertainprogramming

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