The Resource Introduction to Evolutionary Computing, by A.E. Eiben, J.E. Smith, (electronic resource)

Introduction to Evolutionary Computing, by A.E. Eiben, J.E. Smith, (electronic resource)

Label
Introduction to Evolutionary Computing
Title
Introduction to Evolutionary Computing
Statement of responsibility
by A.E. Eiben, J.E. Smith
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
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
Member of
http://library.link/vocab/creatorName
Eiben, A.E
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • e7NFixA23nc
  • DmIV9dljG8g
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Smith, J.E.
Series statement
Natural Computing Series,
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Engineering
  • Information theory
  • Mathematical optimization
  • Artificial Intelligence
  • Computational Intelligence
  • Theory of Computation
  • Robotics and Automation
  • Optimization
Label
Introduction to Evolutionary Computing, by A.E. Eiben, J.E. Smith, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
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
Dimensions
unknown
Edition
2nd ed. 2015.
Extent
1 online resource (XII, 287 p. 67 illus., 12 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783662448748
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-662-44874-8
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000000454273
  • (SSID)ssj0001558339
  • (PQKBManifestationID)16182828
  • (PQKBTitleCode)TC0001558339
  • (PQKBWorkID)14818560
  • (PQKB)10113679
  • (DE-He213)978-3-662-44874-8
  • (EXLCZ)993710000000454273
Label
Introduction to Evolutionary Computing, by A.E. Eiben, J.E. Smith, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
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
Dimensions
unknown
Edition
2nd ed. 2015.
Extent
1 online resource (XII, 287 p. 67 illus., 12 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783662448748
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-662-44874-8
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3710000000454273
  • (SSID)ssj0001558339
  • (PQKBManifestationID)16182828
  • (PQKBTitleCode)TC0001558339
  • (PQKBWorkID)14818560
  • (PQKB)10113679
  • (DE-He213)978-3-662-44874-8
  • (EXLCZ)993710000000454273

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