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020 _a9783540793052
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024 7 _a10.1007/978-3-540-79305-2
_2doi
050 4 _aQA76.758
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_2bicssc
072 7 _aCOM051230
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072 7 _aUMZ
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082 0 4 _a005.1
_223
245 1 0 _aArtificial Evolution
_h[electronic resource] :
_b8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers /
_cedited by Nicolas Monmarché, El-Ghazali Talbi, Pierre Collet, Marc Schoenauer, Evelyne Lutton.
250 _a1st ed. 2008.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2008.
300 _aXIII, 330 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v4926
505 0 _aGenetic Programming -- Treating Noisy Data Sets with Relaxed Genetic Programming -- Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic -- Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming -- Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework -- Swarm Intelligence -- Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO -- Mimetic Variations on Stigmergic Swarm Paintings -- Minimal and Necessary Conditions for the Emergence of Species-Specific Recognition Patterns -- Artificial Ants for the Optimization of Virtual Keyboard Arrangement for Disabled People -- Combinational and Multi-objective Optimization -- Self-organization and Evolution Combined to Address the Vehicle Routing Problem -- An Evolutionary Algorithm for the Block Stacking Problem -- A Study of Evaluation Functions for the Graph K-Coloring Problem -- Genetic Branch-and-Bound or Exact Genetic Algorithm? -- Aerodynamic Topology Optimisation Using an Implicit Representation and a Multiobjective Genetic Algorithm -- Direct and Indirect Representations for Evolutionary Design of Objects -- Adaptive and Assortative Mating Scheme for Evolutionary Multi-Objective Algorithms -- Theory in GA and ES -- The Cooperative Royal Road: Avoiding Hitchhiking -- Conditioning, Halting Criteria and Choosing ? -- Log-Linear Convergence and Optimal Bounds for the (1?+?1)-ES -- Applications of EAs -- Evolution Strategies for Laser Pulse Compression -- Fully Three-Dimensional Tomographic Evolutionary Reconstruction in Nuclear Medicine -- A Study of Crossover Operators for Gene Selection of Microarray Data -- Searching for Glider Guns in Cellular Automata: Exploring Evolutionary and Other Techniques -- A Genetic Algorithmfor Generating Improvised Music -- Unsupervised Learning of Echo State Networks: A Case Study in Artificial Embryogeny -- Enhanced Genetic Algorithm with Guarantee of Feasibility for the Unit Commitment Problem -- On the Design of Adaptive Control Strategies for Evolutionary Algorithms -- Improvement of Intelligent Optimization by an Experience Feedback Approach.
520 _aThis book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Artificial Evolution, EA 2007, held in Tours, France in October 2007. The 27 revised full papers presented were carefully reviewed and selected from 62 submissions during two rounds of reviewing and improvement. The papers cover all aspects of artificial evolution: genetic programming, swarm intelligence, combinatorial and multi-objective optimization, theory in genetic algorithms and evolutionary systems, as well as applications of evolutionary algorithms.
650 0 _aSoftware engineering.
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650 0 _aComputer science.
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650 0 _aAlgorithms.
_93390
650 0 _aArtificial intelligence.
_93407
650 0 _aNumerical analysis.
_94603
650 0 _aPattern recognition systems.
_93953
650 1 4 _aSoftware Engineering.
_94138
650 2 4 _aTheory of Computation.
_9108753
650 2 4 _aAlgorithms.
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650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aNumerical Analysis.
_94603
650 2 4 _aAutomated Pattern Recognition.
_931568
700 1 _aMonmarché, Nicolas.
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700 1 _aTalbi, El-Ghazali.
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700 1 _aCollet, Pierre.
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700 1 _aSchoenauer, Marc.
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700 1 _aLutton, Evelyne.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aTheoretical Computer Science and General Issues,
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856 4 0 _uhttps://doi.org/10.1007/978-3-540-79305-2
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