The Resource Advances in Differential Evolution, edited by Uday K. Chakraborty, (electronic resource)

Advances in Differential Evolution, edited by Uday K. Chakraborty, (electronic resource)

Label
Advances in Differential Evolution
Title
Advances in Differential Evolution
Statement of responsibility
edited by Uday K. Chakraborty
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
Differential evolution is arguably one of the hottest topics in today's computational intelligence research. This book seeks to present a comprehensive study of the state of the art in this technology and also directions for future research. The fourteen chapters of this book have been written by leading experts in the area. The first seven chapters focus on algorithm design, while the last seven describe real-world applications. Chapter 1 introduces the basic differential evolution (DE) algorithm and presents a broad overview of the field. Chapter 2 presents a new, rotationally invariant DE algorithm. The role of self-adaptive control parameters in DE is investigated in Chapter 3. Chapters 4 and 5 address constrained optimization; the former develops suitable stopping conditions for the DE run, and the latter presents an improved DE algorithm for problems with very small feasible regions. A novel DE algorithm, based on the concept of "opposite" points, is the topic of Chapter 6. Chapter 7 provides a survey of multi-objective differential evolution algorithms. A review of the major application areas of differential evolution is presented in Chapter 8. Chapter 9 discusses the application of differential evolution in two important areas of applied electromagnetics. Chapters 10 and 11 focus on applications of hybrid DE algorithms to problems in power system optimization. Chapter 12 applies the DE algorithm to computer chess. The use of DE to solve a problem in bioprocess engineering is discussed in Chapter 13. Chapter 14 describes the application of hybrid differential evolution to a problem in control engineering
Member of
Is Subseries of
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
Ftw4UfsVRBM
Image bit depth
0
Language note
English
LC call number
Q334-342
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Chakraborty, Uday K.
Series statement
Studies in Computational Intelligence,
Series volume
143
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Applied mathematics
  • Engineering mathematics
  • Artificial Intelligence
  • Mathematical and Computational Engineering
Label
Advances in Differential Evolution, edited by Uday K. Chakraborty, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and indexes
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
Differential Evolution Research – Trends and Open Questions -- Eliminating Drift Bias from the Differential Evolution Algorithm -- An Analysis of the Control Parameters’ Adaptation in DE -- Stopping Criteria for Differential Evolution in Constrained Single-Objective Optimization -- Constrained Optimization by ? Constrained Differential Evolution with Dynamic ?-Level Control -- Opposition-Based Differential Evolution -- Multi-objective Optimization Using Differential Evolution: A Survey of the State-of-the-Art -- A Review of Major Application Areas of Differential Evolution -- The Differential Evolution Algorithm as Applied to Array Antennas and Imaging -- Applications of Differential Evolution in Power System Optimization -- Self-adaptive Differential Evolution Using Chaotic Local Search for Solving Power Economic Dispatch with Nonsmooth Fuel Cost Function -- An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program -- Differential Evolution for the Offline and Online Optimization of Fed-Batch Fermentation Processes -- Worst Case Analysis of Control Law for Re-entry Vehicles Using Hybrid Differential Evolution
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (X, 339 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540688303
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-540-68830-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000491597
  • (SSID)ssj0000315964
  • (PQKBManifestationID)11266235
  • (PQKBTitleCode)TC0000315964
  • (PQKBWorkID)10256699
  • (PQKB)11314974
  • (DE-He213)978-3-540-68830-3
  • (MiAaPQ)EBC3063225
  • (EXLCZ)991000000000491597
Label
Advances in Differential Evolution, edited by Uday K. Chakraborty, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and indexes
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
Differential Evolution Research – Trends and Open Questions -- Eliminating Drift Bias from the Differential Evolution Algorithm -- An Analysis of the Control Parameters’ Adaptation in DE -- Stopping Criteria for Differential Evolution in Constrained Single-Objective Optimization -- Constrained Optimization by ? Constrained Differential Evolution with Dynamic ?-Level Control -- Opposition-Based Differential Evolution -- Multi-objective Optimization Using Differential Evolution: A Survey of the State-of-the-Art -- A Review of Major Application Areas of Differential Evolution -- The Differential Evolution Algorithm as Applied to Array Antennas and Imaging -- Applications of Differential Evolution in Power System Optimization -- Self-adaptive Differential Evolution Using Chaotic Local Search for Solving Power Economic Dispatch with Nonsmooth Fuel Cost Function -- An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program -- Differential Evolution for the Offline and Online Optimization of Fed-Batch Fermentation Processes -- Worst Case Analysis of Control Law for Re-entry Vehicles Using Hybrid Differential Evolution
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (X, 339 p.)
File format
multiple file formats
Form of item
online
Isbn
9783540688303
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-540-68830-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)1000000000491597
  • (SSID)ssj0000315964
  • (PQKBManifestationID)11266235
  • (PQKBTitleCode)TC0000315964
  • (PQKBWorkID)10256699
  • (PQKB)11314974
  • (DE-He213)978-3-540-68830-3
  • (MiAaPQ)EBC3063225
  • (EXLCZ)991000000000491597

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