Evolutionary intelligence: an introduction to theory and applications with Matlab
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin ; Heidelberg
Springer
2008
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XXI, 584 S. Ill., graph. Darst. |
| ISBN: | 9783540751588 3540751580 |
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Record in the Search Index
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| adam_text | CONTENTS INTRODUCTION TO EVOLUTIONARY COMPUTATION 1 1.1 INTRODUCTION 1
1.2 BRIEF HISTORY 2 1.3 BIOLOGICAL AND ARTIFICIAL EVOLUTION 3 1.3.1 EC
TERMINOLOGY 4 1.3.2 NATURAL EVOLUTION - THE INSPIRATION FROM BIOLOGY 4
1.4 DARWINIAN EVOLUTION 5 1.4.1 THEPREMISE 6 1.4.2 NATURAL SELECTION 6
1.4.3 SLOWLY BUT SURELY PROCESS 7 1.4.4 A THEORY IN CRISIS 7 1.4.5
DARWIN S THEORY OF EVOLUTION 8 1.5 GENETICS 9 1.5.1 THE MOLECULAR BASIS
FOR INHERITANCE 9 1.6 EVOLUTIONARY COMPUTATION 10 1.7 IMPORTANT
PARADIGMS IN EVOLUTIONARY COMPUTATION 12 1.7.1 GENETIC ALGORITHMS 12
1.7.2 GENETIC PROGRAMMING 14 1.7.3 EVOLUTIONARY PROGRAMMING 15 1.7.4
EVOLUTION STRATEGIES 17 1.8 GLOBAL OPTIMIZATION 20 1.9 TECHNIQUES OF
GLOBAL OPTIMIZATION 21 1.9.1 BRANCH AND BOUND 21 1.9.2 CLUSTERING
METHODS 22 1.9.3 HYBRID METHODS 22 1.9.4 SIMULATED ANNEALING 26 1.9.5
STATISTICAL GLOBAL OPTIMIZATION ALGORITHMS 27 1.9.6 TABU SEARCH 27 1.9.7
MULTI OBJECTIVE OPTIMIZATION 28 SUMMARY 30 REVIEW QUESTIONS 30 GESCANNT
DURCH BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/985542241
DIGITALISIERT DURCH * * * * * * * * * * * * * * * * * * * * * * * * * *
* * * * * * * * * * * * * CONTENTS XXI C.24 A COMPARATIVE STUDY OF THREE
EVOLUTIONARY ALGORITHMS INCORPORATING DIFFERENT AMOUNTS OF DOMAIN
KNOWLEDGE FOR NODE COVERING PROBLEM 532 APPENDIX - D MATLAB TOOLBOXES
533 APPENDIX - E COMMERCIAL SOFTWARE PACKAGES 537 APPENDIX - F GA SOURCE
CODES IN C LANGUAGE 547 APPENDIX - G EC CLASS/CODE LIBRARIES AND
SOFTWARE KITS 559 BIBLIOGRAPHY 569
|
| adam_txt |
CONTENTS INTRODUCTION TO EVOLUTIONARY COMPUTATION 1 1.1 INTRODUCTION 1
1.2 BRIEF HISTORY 2 1.3 BIOLOGICAL AND ARTIFICIAL EVOLUTION 3 1.3.1 EC
TERMINOLOGY 4 1.3.2 NATURAL EVOLUTION - THE INSPIRATION FROM BIOLOGY 4
1.4 DARWINIAN EVOLUTION 5 1.4.1 THEPREMISE 6 1.4.2 NATURAL SELECTION 6
1.4.3 SLOWLY BUT SURELY PROCESS 7 1.4.4 A THEORY IN CRISIS 7 1.4.5
DARWIN'S THEORY OF EVOLUTION 8 1.5 GENETICS 9 1.5.1 THE MOLECULAR BASIS
FOR INHERITANCE 9 1.6 EVOLUTIONARY COMPUTATION 10 1.7 IMPORTANT
PARADIGMS IN EVOLUTIONARY COMPUTATION 12 1.7.1 GENETIC ALGORITHMS 12
1.7.2 GENETIC PROGRAMMING 14 1.7.3 EVOLUTIONARY PROGRAMMING 15 1.7.4
EVOLUTION STRATEGIES 17 1.8 GLOBAL OPTIMIZATION 20 1.9 TECHNIQUES OF
GLOBAL OPTIMIZATION 21 1.9.1 BRANCH AND BOUND 21 1.9.2 CLUSTERING
METHODS 22 1.9.3 HYBRID METHODS 22 1.9.4 SIMULATED ANNEALING 26 1.9.5
STATISTICAL GLOBAL OPTIMIZATION ALGORITHMS 27 1.9.6 TABU SEARCH 27 1.9.7
MULTI OBJECTIVE OPTIMIZATION 28 SUMMARY 30 REVIEW QUESTIONS 30 GESCANNT
DURCH BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/985542241
DIGITALISIERT DURCH * * * * * * * * * * * * * * * * * * * * * * * * * *
* * * * * * * * * * * * * CONTENTS XXI C.24 A COMPARATIVE STUDY OF THREE
EVOLUTIONARY ALGORITHMS INCORPORATING DIFFERENT AMOUNTS OF DOMAIN
KNOWLEDGE FOR NODE COVERING PROBLEM 532 APPENDIX - D MATLAB TOOLBOXES
533 APPENDIX - E COMMERCIAL SOFTWARE PACKAGES 537 APPENDIX - F GA SOURCE
CODES IN 'C LANGUAGE 547 APPENDIX - G EC CLASS/CODE LIBRARIES AND
SOFTWARE KITS 559 BIBLIOGRAPHY 569 |
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| dewey-full | 006.3 006.31 |
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| spelling | Sumathi, Sai 1968- Verfasser (DE-588)132409720 aut Evolutionary intelligence an introduction to theory and applications with Matlab S. Sumathi ; T. Hamsapriya ; P. Surekha Berlin ; Heidelberg Springer 2008 XXI, 584 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier MATLAB Evolutionary computation Genetic algorithms Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Genetischer Algorithmus (DE-588)4265092-6 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Evolutionärer Algorithmus (DE-588)4366912-8 s DE-604 Genetischer Algorithmus (DE-588)4265092-6 s Hamsapriya, T. 1967- Verfasser (DE-588)134096002 aut Paneerselvam, Surekha 1980- Verfasser (DE-588)14055324X aut DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016504001&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sumathi, Sai 1968- Hamsapriya, T. 1967- Paneerselvam, Surekha 1980- Evolutionary intelligence an introduction to theory and applications with Matlab MATLAB Evolutionary computation Genetic algorithms Evolutionärer Algorithmus (DE-588)4366912-8 gnd Genetischer Algorithmus (DE-588)4265092-6 gnd |
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| title | Evolutionary intelligence an introduction to theory and applications with Matlab |
| title_auth | Evolutionary intelligence an introduction to theory and applications with Matlab |
| title_exact_search | Evolutionary intelligence an introduction to theory and applications with Matlab |
| title_exact_search_txtP | Evolutionary intelligence an introduction to theory and applications with Matlab |
| title_full | Evolutionary intelligence an introduction to theory and applications with Matlab S. Sumathi ; T. Hamsapriya ; P. Surekha |
| title_fullStr | Evolutionary intelligence an introduction to theory and applications with Matlab S. Sumathi ; T. Hamsapriya ; P. Surekha |
| title_full_unstemmed | Evolutionary intelligence an introduction to theory and applications with Matlab S. Sumathi ; T. Hamsapriya ; P. Surekha |
| title_short | Evolutionary intelligence |
| title_sort | evolutionary intelligence an introduction to theory and applications with matlab |
| title_sub | an introduction to theory and applications with Matlab |
| topic | MATLAB Evolutionary computation Genetic algorithms Evolutionärer Algorithmus (DE-588)4366912-8 gnd Genetischer Algorithmus (DE-588)4265092-6 gnd |
| topic_facet | MATLAB Evolutionary computation Genetic algorithms Evolutionärer Algorithmus Genetischer Algorithmus Aufsatzsammlung |
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