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020 _a9783540246213
_9978-3-540-24621-3
024 7 _a10.1007/b96080
_2doi
050 4 _aQA76.758
072 7 _aUMZ
_2bicssc
072 7 _aCOM051230
_2bisacsh
072 7 _aUMZ
_2thema
082 0 4 _a005.1
_223
245 1 0 _aArtificial Evolution
_h[electronic resource] :
_b6th International Conference, Evolution Artificielle, EA 2003, Marseilles, France, October 27-30, 2003, Revised Selected Papers /
_cedited by Pierre Liardet, Pierre Collet, Cyril Fonlupt, Evelyne Lutton, Marc Schoenauer.
250 _a1st ed. 2004.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2004.
300 _aXIV, 412 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v2936
505 0 _aTheoretical Issues -- From Royal Road to Epistatic Road for Variable Length Evolution Algorithm -- Functional Dependency and Degeneracy: Detailed Analysis of the GAuGE System -- A Study of the Effects of Dimensionality on Stochastic Hill Climbers and Estimation of Distribution Algorithms -- Evolutionary Search for Binary Strings with Low Aperiodic Auto-correlations -- Order Statistics in Artificial Evolution -- Evolutionary Markov Chain Monte Carlo -- Algorithmic Issues -- A Hybrid Evolutionary Algorithm for CSP -- Optimising Graph Partitions Using Parallel Evolution -- Recombination Operators for Satisfiability Problems -- Recombination and Self-Adaptation in Multi-objective Genetic Algorithms -- Applications -- Automatic Optical Fiber Alignment System Using Genetic Algorithms -- Large-Scale Scheduling of Casting Sequences Using a Customized Genetic Algorithm -- Evolutionary Mining for Image Classification Rules -- Ant Algorithm for Detection of Retentive Structures in Coastal Waters -- Air Traffic Controller Keyboard Optimization by Artificial Evolution -- Post Docking Filtering Using Cartesian Genetic Programming -- Implementation Issues -- GUIDE: Unifying Evolutionary Engines through a Graphical User Interface -- ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms -- A Coarse-Grained Parallel Genetic Algorithm Employing Cluster Analysis for Multi-modal Numerical Optimisation -- Genetic Programming -- A Study of Diversity in Multipopulation Genetic Programming -- Self-Improvement to Control Code Growth in Genetic Programming -- Exploring Overfitting in Genetic Programming -- Coevolution and Agent Systems -- An Agent Model for First Price and Second Price Private Value Auctions -- A Clustering Based Niching EA for Multimodal Search Spaces -- Evolving a Cooperative TransportBehavior for Two Simple Robots -- Artificial Life -- Co-evolution in Artificial Ecosystems: Competition and Cooperation Using Allellopathy -- The Evolutionary Control Methodology: An Overview -- Cellular Automata -- Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms -- Research of Complex Forms in Cellular Automata by Evolutionary Algorithms -- Machine Learning -- Genetic Feature Learning Algorithm for Fluorescence Fingerprinting of Plants -- ROC-Based Evolutionary Learning: Application to Medical Data Mining -- Social Learning through Evolution of Language.
520 _aThis book constitutes the thoroughly refereed post-proceedings of the 6th International Conference on Artificial Evolution, EA 2003, held in Marseilles, France in October 2003. The 32 revised full papers presented were carefully selected and improved during two rounds of reviewing and revision. The papers are organized in topical sections on theoretical issues, algorithmic issues, applications, implementation issues, genetic programming, coevolution and agent systems, artificial life, and cellular automata.
650 0 _aSoftware engineering.
650 0 _aComputer science.
650 0 _aAlgorithms.
650 0 _aNumerical analysis.
650 0 _aArtificial intelligence.
650 0 _aPattern recognition systems.
650 1 4 _aSoftware Engineering.
650 2 4 _aTheory of Computation.
650 2 4 _aAlgorithms.
650 2 4 _aNumerical Analysis.
650 2 4 _aArtificial Intelligence.
650 2 4 _aAutomated Pattern Recognition.
700 1 _aLiardet, Pierre.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCollet, Pierre.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aFonlupt, Cyril.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLutton, Evelyne.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSchoenauer, Marc.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540215233
776 0 8 _iPrinted edition:
_z9783662211397
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v2936
856 4 0 _uhttps://doi.org/10.1007/b96080
912 _aZDB-2-SCS
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