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The Resource Glowworm swarm optimization : theory, algorithms, and applications, Krishnanand N. Kaipa, Debasish Ghose

Glowworm swarm optimization : theory, algorithms, and applications, Krishnanand N. Kaipa, Debasish Ghose

Label
Glowworm swarm optimization : theory, algorithms, and applications
Title
Glowworm swarm optimization
Title remainder
theory, algorithms, and applications
Statement of responsibility
Krishnanand N. Kaipa, Debasish Ghose
Creator
Contributor
Author
Subject
Language
eng
Summary
This book provides a comprehensive account of the glowworm swarm optimization (GSO) algorithm, including details of the underlying ideas, theoretical foundations, algorithm development, various applications, and MATLAB programs for the basic GSO algorithm. It also discusses several research problems at different levels of sophistication that can be attempted by interested researchers. The generality of the GSO algorithm is evident in its application to diverse problems ranging from optimization to robotics. Examples include computation of multiple optima, annual crop planning, cooperative exploration, distributed search, multiple source localization, contaminant boundary mapping, wireless sensor networks, clustering, knapsack, numerical integration, solving fixed point equations, solving systems of nonlinear equations, and engineering design optimization. The book is a valuable resource for researchers as well as graduate and undergraduate students in the area of swarm intelligence and computational intelligence and working on these topics
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Kaipa, Krishnanand N
Dewey number
006.3/824
Illustrations
illustrations
Index
no index present
LC call number
Q337.3
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Ghose, Debasish
Series statement
Studies in computational intelligence,
Series volume
volume 698
http://library.link/vocab/subjectName
  • Swarm intelligence
  • Engineering
  • Computational Intelligence
  • Artificial Intelligence (incl. Robotics)
  • Algorithms
Label
Glowworm swarm optimization : theory, algorithms, and applications, Krishnanand N. Kaipa, Debasish Ghose
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preface -- Acknowledgements -- 1 From Natural to Synthetic Swarms -- 2 Glowworm Swarm Optimization: Algorithm Development -- 3 Theoretical Foundations -- 4 Multimodal Function Optimization -- 5 Experiments using Physical Simulations and Real Robots -- 6 Applications to Ubiquitous Computing Environments -- 7 Pursuit of Multiple Mobile Signal Sources -- 8 GSO Applications and Extensions
Dimensions
unknown
Extent
1 online resource (xxvi, 248 pages)
File format
unknown
Form of item
online
Isbn
9783319515953
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-51595-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
ocn969844867
Label
Glowworm swarm optimization : theory, algorithms, and applications, Krishnanand N. Kaipa, Debasish Ghose
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preface -- Acknowledgements -- 1 From Natural to Synthetic Swarms -- 2 Glowworm Swarm Optimization: Algorithm Development -- 3 Theoretical Foundations -- 4 Multimodal Function Optimization -- 5 Experiments using Physical Simulations and Real Robots -- 6 Applications to Ubiquitous Computing Environments -- 7 Pursuit of Multiple Mobile Signal Sources -- 8 GSO Applications and Extensions
Dimensions
unknown
Extent
1 online resource (xxvi, 248 pages)
File format
unknown
Form of item
online
Isbn
9783319515953
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-51595-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
ocn969844867

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