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The Resource Computational complexity : theory, techniques, and applications, Robert A. Meyers (ed.)

Computational complexity : theory, techniques, and applications, Robert A. Meyers (ed.)

Contributor
Summary
Complex systems are systems that comprise many interacting parts with the ability to generate a new quality of collective behavior through self-organization, e.g. the spontaneous formation of temporal, spatial or functional structures. These systems are often characterized by extreme sensitivity to initial conditions as well as emergent behavior that are not readily predictable or even completely deterministic. The recognition that the collective behavior of the whole system cannot be simply inferred from an understanding of the behavior of the individual components has led to the development of numerous sophisticated new computational and modeling tools with applications to a wide range of scientific, engineering, and societal phenomena. Computational Complexity: Theory, Techniques and Applications presents a detailed and integrated view of the theoretical basis, computational methods, and state-of-the-art approaches to investigating and modeling of inherently difficult problems whose solution requires extensive resources approaching the practical limits of present-day computer systems. This comprehensive and authoritative reference examines key components of computational complexity, including cellular automata, graph theory, data mining, granular computing, soft computing, wavelets, and more
Language
eng
Work
Publication
Extent
1 online resource (xliv, 3,492 pages).
Contents
  • Agent-Based Modeling and Simulation
  • Cellular Automata, Mathematical Basis of Complex Networks and Graph Theory
  • Data Mining and Knowledge Discovery
  • Game Theory
  • Granular Computing
  • Intelligent Systems
  • Probability and Statistics in Complex Systems
  • Quantum Information Science
  • Social Network Analysis
  • 3 entries from the section Social Science, Physics and Mathematical Applications: Minority Games; Rational, Goal-Oriented Agents; and Social Processes, Simulation Models in Soft Computing
  • Unconventional Computing
  • Wavelets
Isbn
9781461417996
Instance
Label
Computational complexity : theory, techniques, and applications
Title
Computational complexity
Title remainder
theory, techniques, and applications
Statement of responsibility
Robert A. Meyers (ed.)
Contributor
Subject
Language
eng
Summary
Complex systems are systems that comprise many interacting parts with the ability to generate a new quality of collective behavior through self-organization, e.g. the spontaneous formation of temporal, spatial or functional structures. These systems are often characterized by extreme sensitivity to initial conditions as well as emergent behavior that are not readily predictable or even completely deterministic. The recognition that the collective behavior of the whole system cannot be simply inferred from an understanding of the behavior of the individual components has led to the development of numerous sophisticated new computational and modeling tools with applications to a wide range of scientific, engineering, and societal phenomena. Computational Complexity: Theory, Techniques and Applications presents a detailed and integrated view of the theoretical basis, computational methods, and state-of-the-art approaches to investigating and modeling of inherently difficult problems whose solution requires extensive resources approaching the practical limits of present-day computer systems. This comprehensive and authoritative reference examines key components of computational complexity, including cellular automata, graph theory, data mining, granular computing, soft computing, wavelets, and more
Member of
Cataloging source
GW5XE
Dewey number
511.3/52
Index
index present
LC call number
QA267.7
LC item number
.C66 2012
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1936-
http://library.link/vocab/relatedWorkOrContributorName
Meyers, Robert A.
Series statement
Springer reference
http://library.link/vocab/subjectName
  • Computational complexity
  • Informatique
  • Computational complexity
Label
Computational complexity : theory, techniques, and applications, Robert A. Meyers (ed.)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
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
Agent-Based Modeling and Simulation -- Cellular Automata, Mathematical Basis of Complex Networks and Graph Theory -- Data Mining and Knowledge Discovery -- Game Theory -- Granular Computing -- Intelligent Systems -- Probability and Statistics in Complex Systems -- Quantum Information Science -- Social Network Analysis -- 3 entries from the section Social Science, Physics and Mathematical Applications: Minority Games; Rational, Goal-Oriented Agents; and Social Processes, Simulation Models in Soft Computing -- Unconventional Computing -- Wavelets
Control code
760184088
Dimensions
unknown
Extent
1 online resource (xliv, 3,492 pages).
File format
unknown
Form of item
online
Isbn
9781461417996
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1800-9
http://library.link/vocab/ext/overdrive/overdriveId
1461417996
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)760184088
Label
Computational complexity : theory, techniques, and applications, Robert A. Meyers (ed.)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
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
Agent-Based Modeling and Simulation -- Cellular Automata, Mathematical Basis of Complex Networks and Graph Theory -- Data Mining and Knowledge Discovery -- Game Theory -- Granular Computing -- Intelligent Systems -- Probability and Statistics in Complex Systems -- Quantum Information Science -- Social Network Analysis -- 3 entries from the section Social Science, Physics and Mathematical Applications: Minority Games; Rational, Goal-Oriented Agents; and Social Processes, Simulation Models in Soft Computing -- Unconventional Computing -- Wavelets
Control code
760184088
Dimensions
unknown
Extent
1 online resource (xliv, 3,492 pages).
File format
unknown
Form of item
online
Isbn
9781461417996
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1800-9
http://library.link/vocab/ext/overdrive/overdriveId
1461417996
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)760184088

Subject

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