The Resource An Introduction to Metaheuristics for Optimization, by Bastien Chopard, Marco Tomassini, (electronic resource)

An Introduction to Metaheuristics for Optimization, by Bastien Chopard, Marco Tomassini, (electronic resource)

Label
An Introduction to Metaheuristics for Optimization
Title
An Introduction to Metaheuristics for Optimization
Statement of responsibility
by Bastien Chopard, Marco Tomassini
Creator
Contributor
Author
Author
Provider
Subject
Language
eng
Summary
The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics
Member of
http://library.link/vocab/creatorName
Chopard, Bastien
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • JFOQLdHlEWw
  • M2VUBNh7r04
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Tomassini, Marco.
  • SpringerLink
Series statement
Natural Computing Series,
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Mathematical optimization
  • Engineering
  • Operations research
  • Information theory
  • Artificial Intelligence (incl. Robotics)
  • Optimization
  • Computational Intelligence
  • Operations Research/Decision Theory
  • Theory of Computation
Label
An Introduction to Metaheuristics for Optimization, by Bastien Chopard, Marco Tomassini, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Problems, Algorithms, Computational Complexity -- Search Space -- Tabu Search -- Simulated Annealing -- Ant Colony Optimization (ACO) -- Non-PSO Optimization -- Firefly Algorithm, Cuckoo Algorithm, Lévy Flights -- Evolutionary Algorithms: Foundations -- Evolutionary Algorithms: Advanced -- Phase Transition in Optimization Problems -- Performance and Limitations of Metaheuristics -- Statistical Analysis of Research Spaces
Dimensions
unknown
Extent
XII, 226 p. 44 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319930732
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-93073-2
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-93073-2
Label
An Introduction to Metaheuristics for Optimization, by Bastien Chopard, Marco Tomassini, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Problems, Algorithms, Computational Complexity -- Search Space -- Tabu Search -- Simulated Annealing -- Ant Colony Optimization (ACO) -- Non-PSO Optimization -- Firefly Algorithm, Cuckoo Algorithm, Lévy Flights -- Evolutionary Algorithms: Foundations -- Evolutionary Algorithms: Advanced -- Phase Transition in Optimization Problems -- Performance and Limitations of Metaheuristics -- Statistical Analysis of Research Spaces
Dimensions
unknown
Extent
XII, 226 p. 44 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319930732
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-93073-2
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-93073-2

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