Coverart for item
The Resource Information processing with evolutionary algorithms : from industrial applications to academic speculations, Manuel Graña [and others], eds

Information processing with evolutionary algorithms : from industrial applications to academic speculations, Manuel Graña [and others], eds

Label
Information processing with evolutionary algorithms : from industrial applications to academic speculations
Title
Information processing with evolutionary algorithms
Title remainder
from industrial applications to academic speculations
Statement of responsibility
Manuel Graña [and others], eds
Contributor
Subject
Language
eng
Summary
The last decade of the 20th century has witnessed a surge of interest in num- ical, computation-intensive approaches to information processing. The lines that draw the boundaries among statistics, optimization, arti cial intelligence and information processing are disappearing, and it is not uncommon to nd well-founded and sophisticated mathematical approaches in application - mains traditionally associated with ad-hoc programming. Heuristics has - come a branch of optimization and statistics. Clustering is applied to analyze soft data and to provide fast indexing in the World Wide Web. Non-trivial matrix algebra is at the heart of the last advances in computer vision. The breakthrough impulse was, apparently, due to the rise of the interest in arti cial neural networks, after its rediscovery in the late 1980s. Disguised as ANN, numerical and statistical methods made an appearance in the - formation processing scene, and others followed. A key component in many intelligent computational processing is the search for an optimal value of some function. Sometimes, this function is not evident and it must be made explicit in order to formulate the problem as an optimization problem. The search - ten takes place in high-dimensional spaces that can be either discrete, or c- tinuous or mixed. The shape of the high-dimensional surface that corresponds to the optimized function is usually very complex. Evolutionary algorithms are increasingly being applied to information processing applications that require any kind of optimization
Member of
Is part of
Cataloging source
COO
Dewey number
006.3/36
Illustrations
illustrations
Index
index present
Language note
English
LC call number
QA76.618
LC item number
.I56 2005
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1958-
http://library.link/vocab/relatedWorkOrContributorName
Graña, Manuel
Series statement
Advanced information and knowledge processing
http://library.link/vocab/subjectName
  • Evolutionary programming (Computer science)
  • Genetic algorithms
  • Electronic data processing
  • Programmation évolutive
  • Algorithmes génétiques
  • Informatique
  • COMPUTERS
  • Informatique
  • Electronic data processing
  • Evolutionary programming (Computer science)
  • Genetic algorithms
Label
Information processing with evolutionary algorithms : from industrial applications to academic speculations, Manuel Graña [and others], eds
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software -- Extending the Boundaries of Design Optimization by Integrating Fast Optimization Techniques with Machine Code Based, Linear Genetic Programming -- Evolutionary Optimization of Approximating Triangulations for Surface Reconstruction from Unstructured 3D Data -- An Evolutionary Algorithm Based on Morphological Associative Memories for Endmember Selection in Hyperspectral Images -- On a Gradient-based Evolution Strategy for Parametric Illumination Correction -- A New Chromosome Codification for Scheduling Problems -- Evolution-based Learning of Ontological Knowledge for a Large-scale Multi-agent Simulation -- An Evolutionary Algorithms Approach to Phylogenetic Tree Construction -- Robot Controller Evolution with Macroevolutionary Algorithms -- Evolving Natural Language Grammars -- Evaluating Protein Structure Prediction Models with Evolutionary Algorithms -- Learning Decision Rules by Means of Hybrid-Encoded Evolutionary Algorithms -- Evolvable Hardware Techniques for Gate-Level Synthesis of Combinational Circuits -- The Evolutionary Learning Rule in System Identification -- Current and Future Research Trends in Evolutionary Multiobjective Optimization -- Genetic Algorithms with Limited Convergence -- Evolution with Sampled Fitness Functions -- Molecular Computing by Signaling Pathways -- Strategy-Oriented Evolutionary Games: Toward a Grammatical Model of Games -- Discrete Multi-Phase Particle Swarm Optimization
Control code
65191735
Dimensions
unknown
Extent
1 online resource (xviii, 330 pages)
Form of item
online
Isbn
9781852338664
Lccn
2004059333
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/b138854
  • 2133841
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-1-85233-866-4
Specific material designation
remote
System control number
(OCoLC)65191735
Label
Information processing with evolutionary algorithms : from industrial applications to academic speculations, Manuel Graña [and others], eds
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software -- Extending the Boundaries of Design Optimization by Integrating Fast Optimization Techniques with Machine Code Based, Linear Genetic Programming -- Evolutionary Optimization of Approximating Triangulations for Surface Reconstruction from Unstructured 3D Data -- An Evolutionary Algorithm Based on Morphological Associative Memories for Endmember Selection in Hyperspectral Images -- On a Gradient-based Evolution Strategy for Parametric Illumination Correction -- A New Chromosome Codification for Scheduling Problems -- Evolution-based Learning of Ontological Knowledge for a Large-scale Multi-agent Simulation -- An Evolutionary Algorithms Approach to Phylogenetic Tree Construction -- Robot Controller Evolution with Macroevolutionary Algorithms -- Evolving Natural Language Grammars -- Evaluating Protein Structure Prediction Models with Evolutionary Algorithms -- Learning Decision Rules by Means of Hybrid-Encoded Evolutionary Algorithms -- Evolvable Hardware Techniques for Gate-Level Synthesis of Combinational Circuits -- The Evolutionary Learning Rule in System Identification -- Current and Future Research Trends in Evolutionary Multiobjective Optimization -- Genetic Algorithms with Limited Convergence -- Evolution with Sampled Fitness Functions -- Molecular Computing by Signaling Pathways -- Strategy-Oriented Evolutionary Games: Toward a Grammatical Model of Games -- Discrete Multi-Phase Particle Swarm Optimization
Control code
65191735
Dimensions
unknown
Extent
1 online resource (xviii, 330 pages)
Form of item
online
Isbn
9781852338664
Lccn
2004059333
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/b138854
  • 2133841
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-1-85233-866-4
Specific material designation
remote
System control number
(OCoLC)65191735

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