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020 _a9783642355332
_9978-3-642-35533-2
024 7 _a10.1007/978-3-642-35533-2
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aArtificial Evolution
_h[electronic resource] :
_b10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers /
_cedited by Jin-Kao Hao, Pierrick Legrand, Pierre Collet, Nicolas Monmarché, Evelyne Lutton, Marc Schoenauer.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aXVI, 229 p. 65 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v7401
505 0 _aAnt Colony Optimization -- An Immigrants Scheme Based on Environmental Information for Ant Colony Optimization for the Dynamic Travelling Salesman Problem -- Multi Objective Optimization -- A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization -- The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators -- Analysis A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize -- Local Optima Networks with Escape Edges -- Visual Analysis of Population Scatterplots -- Implementation and Robotics An On-Line On-Board Distributed Algorithm for Evolutionary Robotics -- Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm -- Two Ports of a Full Evolutionary Algorithm onto GPGPU -- Combinatorial Optimization -- A Multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers -- An Improved Memetic Algorithm for the Antibandwidth Problem -- Learning and Parameter Tuning Adaptive Play in a Pollution Bargaining Game -- Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning -- New Nature Inspired Models -- A Model Based on Biological Invasions for Island Evolutionary Algorithms -- A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme -- Probabilistic Algorithms Evolution of Multisensory Integration in Large Neural Fields -- Reducing the Learning Time of Tetris in Evolution Strategies -- Theory and Evolutionary Search -- Black-Box Complexity: Breaking the O(n log n) Barrier of LeadingOnes -- Applications -- Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems.
520 _aThis book constitutes selected best papers from the 10th International Conference on Artificial Evolution, EA 2011, held in Angers, France, in October 2011. Initially, 33 full papers and 10 post papers were carefully reviewed and selected from 64 submissions. This book presents the 19 best papers selected from these contributions. The papers are organized in topical sections on ant colony optimization; multi-objective optimization; analysis; implementation and robotics; combinatorial optimization; learning and parameter tuning; new nature inspired models; probabilistic algorithms; theory and evolutionary search; and applications.
650 0 _aArtificial intelligence.
650 0 _aComputer science.
650 0 _aAlgorithms.
650 0 _aInformation storage and retrieval systems.
650 0 _aNumerical analysis.
650 0 _aPattern recognition systems.
650 1 4 _aArtificial Intelligence.
650 2 4 _aTheory of Computation.
650 2 4 _aAlgorithms.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aNumerical Analysis.
650 2 4 _aAutomated Pattern Recognition.
700 1 _aHao, Jin-Kao.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLegrand, Pierrick.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCollet, Pierre.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMonmarché, Nicolas.
_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:
_z9783642355325
776 0 8 _iPrinted edition:
_z9783642355349
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v7401
856 4 0 _uhttps://doi.org/10.1007/978-3-642-35533-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c182003
_d182003