The Resource Computational Complexity : Theory, Techniques, and Applications, edited by Robert A. Meyers, (electronic resource)

Computational Complexity : Theory, Techniques, and Applications, edited by Robert A. Meyers, (electronic resource)

Label
Computational Complexity : Theory, Techniques, and Applications
Title
Computational Complexity
Title remainder
Theory, Techniques, and Applications
Statement of responsibility
edited by Robert A. Meyers
Contributor
Editor
Editor
Subject
Language
  • eng
  • 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
Dewey number
003.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
auLsje8YGBU
Image bit depth
0
Language note
English
LC call number
QA76.9.C65
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Meyers, Robert A.
http://library.link/vocab/subjectName
  • Computer simulation
  • Information theory
  • Data mining
  • Computer software
  • Simulation and Modeling
  • Complex Systems
  • Applications of Graph Theory and Complex Networks
  • Theory of Computation
  • Data Mining and Knowledge Discovery
  • Algorithm Analysis and Problem Complexity
Label
Computational Complexity : Theory, Techniques, and Applications, edited by Robert A. Meyers, (electronic resource)
Instantiates
Publication
Note
  • "With 1487 figures and 234 tables."
  • "This book consists of selections from the Encyclopedia of Complexity and Systems Science edited by Robert A. Meyers, published by Springer New York in 2009."--T.p. verso
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
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
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
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (XLIV, 3492p. 1547 illus., 665 illus. in color. eReference. In 6 volumes, not available separately.)
File format
multiple file formats
Form of item
online
Isbn
9781461418009
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1800-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)2670000000125787
  • (DE-He213)978-1-4614-1800-9
  • (SSID)ssj0000595689
  • (PQKBManifestationID)11373147
  • (PQKBTitleCode)TC0000595689
  • (PQKBWorkID)10556138
  • (PQKB)11566053
  • (MiAaPQ)EBC3067502
  • (EXLCZ)992670000000125787
Label
Computational Complexity : Theory, Techniques, and Applications, edited by Robert A. Meyers, (electronic resource)
Publication
Note
  • "With 1487 figures and 234 tables."
  • "This book consists of selections from the Encyclopedia of Complexity and Systems Science edited by Robert A. Meyers, published by Springer New York in 2009."--T.p. verso
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
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
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
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (XLIV, 3492p. 1547 illus., 665 illus. in color. eReference. In 6 volumes, not available separately.)
File format
multiple file formats
Form of item
online
Isbn
9781461418009
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-1800-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)2670000000125787
  • (DE-He213)978-1-4614-1800-9
  • (SSID)ssj0000595689
  • (PQKBManifestationID)11373147
  • (PQKBTitleCode)TC0000595689
  • (PQKBWorkID)10556138
  • (PQKB)11566053
  • (MiAaPQ)EBC3067502
  • (EXLCZ)992670000000125787

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