Introduction to Evolutionary Computing:
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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- |
| author_GND | (DE-588)143480626 |
| author_facet | Eiben, Agoston E. 1961- |
| 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 |
| ctrlnum | (OCoLC)915936726 (DE-599)BVBBV042730475 |
| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| 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 | 2024-12-20T17:18:26Z |
| 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 |
| 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 |