| Description |
1 online resource (xv, 228 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7401 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 7401.
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Ant Colony Optimization -- An Immigrants Scheme Based on Environmental Information for Ant Colony Optimization for the Dynamic Travelling Salesman Problem / Michalis Mavrovouniotis, Shengxiang Yang -- Multi-Objective Optimization -- A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization / Alan Díaz-Manríquez, Gregorio Toscano-Pulido, Ricardo Landa-Becerra -- The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators / Viviane Grunert da Fonseca, Carlos M. Fonseca -- Analysis -- A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize / Marc Schoenauer, Fabien Teytaud, Olivier Teytaud -- Local Optima Networks with Escape Edges / Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini -- Visual Analysis of Population Scatterplots / Evelyne Lutton, Julie Foucquier, Nathalie Perrot, Jean Louchet, Jean-Daniel Fekete |
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Implementation and Robotics -- An On-Line On-Board Distributed Algorithm for Evolutionary Robotics / Robert-Jan Huijsman, Evert Haasdijk, A.E. Eiben -- Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm / Doğan Aydın, Tianjun Liao, Marco A. Montes de Oca, Thomas Stützle -- Two Ports of a Full Evolutionary Algorithm onto GPGPU / Ogier Maitre, Nicolas Lachiche, Pierre Collet -- Combinatorial Optimization -- A Multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers / Denis Robilliard, Cyril Fonlupt, Virginie Marion-Poty, Amine Boumaza -- An Improved Memetic Algorithm for the Antibandwidth Problem / Eduardo Rodriguez-Tello, Luis Carlos Betancourt -- Learning and Parameter Tuning -- Adaptive Play in a Pollution Bargaining Game / Vincent van der Goes -- Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning / Mátyás Brendel, Marc Schoenauer -- New Nature Inspired Models |
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A Model Based on Biological Invasions for Island Evolutionary Algorithms / Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri -- A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme / Jorge Sebastian Hernández-Domínguez, Gregorio Toscano-Pulido, Carlos A. Coello Coello -- Probabilistic Algorithms -- Evolution of Multisensory Integration in Large Neural Fields / Benjamin Inden, Yaochu Jin, Robert Haschke, Helge Ritter -- Reducing the Learning Time of Tetris in Evolution Strategies / Amine Boumaza -- Theory and Evolutionary Search -- Black-Box Complexity: Breaking the O(n logn) Barrier of LeadingOnes / Benjamin Doerr, Carola Winzen -- Applications -- Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems / Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui |
| Summary |
This 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 |
| Analysis |
Computer science |
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Computer software |
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Electronic data processing |
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Information storage and retrieval systems |
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Artificial intelligence |
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Optical pattern recognition |
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Computation by Abstract Devices |
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Algorithm Analysis and Problem Complexity |
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Pattern Recognition |
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computerwetenschappen |
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computer sciences |
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numerieke methoden |
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numerical methods |
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computertechnieken |
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computer techniques |
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patroonherkenning |
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algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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kunstmatige intelligentie |
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computational science |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| In |
Springer eBooks |
| Subject |
Evolutionary programming (Computer science) -- Congresses
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Evolutionary computation -- Congresses
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Informatique.
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Evolutionary computation
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Evolutionary programming (Computer science)
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Hao, J.-K. (Jin-Kao)
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| ISBN |
9783642355332 |
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3642355331 |
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