Introduction to Evolutionary Computing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2015
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| Ausgabe: | 2nd ed. 2015 |
| Schriftenreihe: | Natural Computing Series
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| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHM01 FHN01 FKE01 FLA01 FRO01 UBG01 UBM01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XII, 287 p.) Ill. |
| ISBN: | 9783662448748 |
| ISSN: | 1619-7127 |
| DOI: | 10.1007/978-3-662-44874-8 |
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Datensatz im Suchindex
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| adam_text | INTRODUCTION TO EVOLUTIONARY COMPUTING
/ EIBEN, A.E.
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PROBLEMS TO BE SOLVED
EVOLUTIONARY COMPUTING: THE ORIGINS
WHAT IS AN EVOLUTIONARY ALGORITHM?
REPRESENTATION, MUTATION, AND RECOMBINATION
FITNESS, SELECTION, AND POPULATION MANAGEMENT
POPULAR EVOLUTIONARY ALGORITHM VARIANTS
HYBRIDISATION WITH OTHER TECHNIQUES: MEMETIC ALGORITHMS
NONSTATIONARY AND NOISY FUNCTION OPTIMISATION
MULTIOBJECTIVE EVOLUTIONARY ALGORITHMS
CONSTRAINT HANDLING
INTERACTIVE EVOLUTIONARY ALGORITHMS
COEVOLUTIONARY SYSTEMS
THEORY
EVOLUTIONARY ROBOTICS
PARAMETERS AND PARAMETER TUNING
PARAMETER CONTROL
WORKING WITH EVOLUTIONARY ALGORITHMS
REFERENCES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INTRODUCTION TO EVOLUTIONARY COMPUTING
/ EIBEN, A.E.
: 2015
ABSTRACT / INHALTSTEXT
THE OVERALL STRUCTURE OF THIS NEW EDITION IS THREE-TIER: PART I PRESENTS
THE BASICS, PART II IS CONCERNED WITH METHODOLOGICAL ISSUES, AND PART
III DISCUSSES ADVANCED TOPICS. IN THE SECOND EDITION THE AUTHORS HAVE
REORGANIZED THE MATERIAL TO FOCUS ON PROBLEMS, HOW TO REPRESENT THEM,
AND THEN HOW TO CHOOSE AND DESIGN ALGORITHMS FOR DIFFERENT
REPRESENTATIONS. THEY ALSO ADDED A CHAPTER ON PROBLEMS, REFLECTING THE
OVERALL BOOK FOCUS ON PROBLEM-SOLVERS, A CHAPTER ON PARAMETER TUNING,
WHICH THEY COMBINED WITH THE PARAMETER CONTROL AND HOW-TO CHAPTERS
INTO A METHODOLOGICAL PART, AND FINALLY A CHAPTER ON EVOLUTIONARY
ROBOTICS WITH AN OUTLOOK ON POSSIBLE EXCITING DEVELOPMENTS IN THIS
FIELD. THE BOOK IS SUITABLE FOR UNDERGRADUATE AND GRADUATE COURSES IN
ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, AND FOR
SELF-STUDY BY PRACTITIONERS AND RESEARCHERS ENGAGED WITH ALL ASPECTS OF
BIOINSPIRED DESIGN AND OPTIMIZATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Eiben, Agoston E. 1961- |
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| author_role | aut |
| author_sort | Eiben, Agoston E. 1961- |
| author_variant | a e e ae aee |
| building | Verbundindex |
| bvnumber | BV042730475 |
| classification_rvk | ST 150 ST 300 ST 134 |
| collection | ZDB-2-SCS |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-662-44874-8 |
| edition | 2nd ed. 2015 |
| format | Electronic eBook |
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| id | DE-604.BV042730475 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:08:24Z |
| institution | BVB |
| isbn | 9783662448748 |
| issn | 1619-7127 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028161505 |
| oclc_num | 915936726 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-634 DE-860 DE-861 DE-739 |
| owner_facet | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-Aug4 DE-M347 DE-573 DE-859 DE-703 DE-473 DE-BY-UBG DE-29 DE-20 DE-92 DE-634 DE-860 DE-861 DE-739 |
| physical | 1 Online-Ressource (XII, 287 p.) Ill. |
| psigel | ZDB-2-SCS ZDB-2-SCS_2015 |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | Springer Berlin Heidelberg |
| record_format | marc |
| series2 | Natural Computing Series |
| spelling | Eiben, Agoston E. 1961- Verfasser (DE-588)143480626 aut Introduction to Evolutionary Computing by A.E. Eiben, J.E. Smith 2nd ed. 2015 Berlin, Heidelberg Springer Berlin Heidelberg 2015 1 Online-Ressource (XII, 287 p.) Ill. txt rdacontent c rdamedia cr rdacarrier Natural Computing Series 1619-7127 Genetische Programmierung (DE-588)4500172-8 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Informationstheorie (DE-588)4026927-9 gnd rswk-swf Robotik (DE-588)4261462-4 gnd rswk-swf Evolutionsstrategie (DE-588)4015930-9 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Technik (DE-588)4059205-4 gnd rswk-swf Lineare Optimierung (DE-588)4035816-1 gnd rswk-swf Informatik (DE-588)4026894-9 s Informationstheorie (DE-588)4026927-9 s Künstliche Intelligenz (DE-588)4033447-8 s Lineare Optimierung (DE-588)4035816-1 s Technik (DE-588)4059205-4 s Genetische Programmierung (DE-588)4500172-8 s Soft Computing (DE-588)4455833-8 s Evolutionärer Algorithmus (DE-588)4366912-8 s Robotik (DE-588)4261462-4 s DE-604 Evolutionsstrategie (DE-588)4015930-9 s 1\p DE-604 Smith, J.E. Sonstige oth Erscheint auch als Druckausgabe 978-3-662-44873-1 https://doi.org/10.1007/978-3-662-44874-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161505&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=028161505&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Eiben, Agoston E. 1961- Introduction to Evolutionary Computing Genetische Programmierung (DE-588)4500172-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Informatik (DE-588)4026894-9 gnd Informationstheorie (DE-588)4026927-9 gnd Robotik (DE-588)4261462-4 gnd Evolutionsstrategie (DE-588)4015930-9 gnd Soft Computing (DE-588)4455833-8 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Technik (DE-588)4059205-4 gnd Lineare Optimierung (DE-588)4035816-1 gnd |
| subject_GND | (DE-588)4500172-8 (DE-588)4033447-8 (DE-588)4026894-9 (DE-588)4026927-9 (DE-588)4261462-4 (DE-588)4015930-9 (DE-588)4455833-8 (DE-588)4366912-8 (DE-588)4059205-4 (DE-588)4035816-1 |
| title | Introduction to Evolutionary Computing |
| title_auth | Introduction to Evolutionary Computing |
| title_exact_search | Introduction to Evolutionary Computing |
| title_full | Introduction to Evolutionary Computing by A.E. Eiben, J.E. Smith |
| title_fullStr | Introduction to Evolutionary Computing by A.E. Eiben, J.E. Smith |
| title_full_unstemmed | Introduction to Evolutionary Computing by A.E. Eiben, J.E. Smith |
| title_short | Introduction to Evolutionary Computing |
| title_sort | introduction to evolutionary computing |
| topic | Genetische Programmierung (DE-588)4500172-8 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Informatik (DE-588)4026894-9 gnd Informationstheorie (DE-588)4026927-9 gnd Robotik (DE-588)4261462-4 gnd Evolutionsstrategie (DE-588)4015930-9 gnd Soft Computing (DE-588)4455833-8 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Technik (DE-588)4059205-4 gnd Lineare Optimierung (DE-588)4035816-1 gnd |
| topic_facet | Genetische Programmierung Künstliche Intelligenz Informatik Informationstheorie Robotik Evolutionsstrategie Soft Computing Evolutionärer Algorithmus Technik Lineare Optimierung |
| url | https://doi.org/10.1007/978-3-662-44874-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161505&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=028161505&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT eibenagostone introductiontoevolutionarycomputing AT smithje introductiontoevolutionarycomputing |