Evolved RBF Networks for Time-Series Forecasting and Function Approximation (English)
- New search for: Rivas, V. M.
- New search for: Castillo, P. A.
- New search for: Merelo, J. J.
- New search for: Guervós, Juan Julián Merelo
- New search for: Adamidis, Panagiotis
- New search for: Beyer, Hans-Georg
- New search for: Schwefel, Hans-Paul
- New search for: Fernández-Villacañas, José-Luis
- New search for: Rivas, V. M.
- New search for: Castillo, P. A.
- New search for: Merelo, J. J.
In:
Parallel Problem Solving from Nature — PPSN VII
: 7th International Conference Granada, Spain, September 7–11, 2002 Proceedings
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Chapter: 49
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505-514
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2002
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ISSN:
- Article/Chapter (Book) / Electronic Resource
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Title:Evolved RBF Networks for Time-Series Forecasting and Function Approximation
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Contributors:Guervós, Juan Julián Merelo ( editor ) / Adamidis, Panagiotis ( editor ) / Beyer, Hans-Georg ( editor ) / Schwefel, Hans-Paul ( editor ) / Fernández-Villacañas, José-Luis ( editor ) / Rivas, V. M. ( author ) / Castillo, P. A. ( author ) / Merelo, J. J. ( author )
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Conference:International Conference on Parallel Problem Solving from Nature ; 2002 ; Granada, Spain
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Published in:Parallel Problem Solving from Nature — PPSN VII : 7th International Conference Granada, Spain, September 7–11, 2002 Proceedings ; Chapter: 49 ; 505-514Lecture Notes in Computer Science ; 2439 ; 505-514
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Publisher:
- New search for: Springer Berlin Heidelberg
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Place of publication:Berlin, Heidelberg
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Publication date:2002-10-04
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Size:10 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Random Dynamics Optimum Tracking with Evolution StrategiesArnold, Dirk V. / Beyer, Hans-Georg et al. | 2002
- 2
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On the Behavior of Evolutionary Global-Local Hybrids with Dynamic Fitness FunctionsEriksson, Roger / Olsson, Björn et al. | 2002
- 3
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Measuring the Searched Space to Guide Efficiency: The Principle and Evidence on Constraint Satisfactionvan Hemert, Jano I. / Bäck, Thomas et al. | 2002
- 4
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On the Analysis of Dynamic Restart Strategies for Evolutionary AlgorithmsJansen, Thomas et al. | 2002
- 5
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Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization ProblemLaumanns, Marco / Thiele, Lothar / Zitzler, Eckart / Welzl, Emo / Deb, Kalyanmoy et al. | 2002
- 6
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Fitness Landscapes Based on Sorting and Shortest Paths ProblemsScharnow, Jens / Tinnefeld, Karsten / Wegener, Ingo et al. | 2002
- 7
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Performance Measures for Dynamic EnvironmentsWeicker, Karsten et al. | 2002
- 8
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Direct Representation and Variation Operators for the Fixed Charge Transportation ProblemEckert, Christoph / Gottlieb, Jens et al. | 2002
- 9
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On the Utility of Redundant Encodings in Mutation-Based Evolutionary SearchKnowles, Joshua D. / Watson, Richard A. et al. | 2002
- 10
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Binary Representations of Integers and the Performance of Selectorecombinative Genetic AlgorithmsRothlauf, Franz et al. | 2002
- 111
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Parallel Varying Mutation in Deterministic and Self-adaptive GAsAguirre, Hernán E. / Tanaka, Kiyoshi et al. | 2002
- 12
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Self-organizing Maps for Pareto Optimization of AirfoilsBüche, Dirk / Guidati, Gianfranco / Stoll, Peter / Koumoutsakos, Petros et al. | 2002
- 13
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On Fitness Distributions and Expected Fitness Gain of Mutation Rates in Parallel Evolutionary AlgorithmsCorne, David W. / Oates, Martin J. / Kell, Douglas B. et al. | 2002
- 14
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Opposites Attract: Complementary Phenotype Selection for Crossover in Genetic ProgrammingDolin, Brad / Arenas, M.G. / Merelo, J.J. et al. | 2002
- 15
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Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic AlgorithmsHervás-Martínez, C. / Ortiz-Boyer, D. / García-Pedrajas, N. et al. | 2002
- 16
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Deterministic Multi-step Crossover Fusion: A Handy Crossover Composition for GAsIkeda, Kokolo / Kobayashi, Shigenobu et al. | 2002
- 17
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Operator Learning for a Problem Class in a Distributed Peer-to-Peer EnvironmentJelasity, Márk / Preuβ, Mike / Eiben, A. E. et al. | 2002
- 18
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Crossover Operator Effect in Function Optimization with ConstraintsOrtiz-Boyer, D. / Hervás-Martínez, C. / García-Pedrajas, N. et al. | 2002
- 19
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Reducing Random Fluctuations in Mutative Self-adaptationRunarsson, Thomas Philip et al. | 2002
- 20
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On Weight-Biased Mutation for Graph ProblemsRaidl, Günther R. / Kodydek, Gabriele / Julstrom, Bryant A. et al. | 2002
- 21
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Self-adaptive Operator Scheduling Using the Religion-Based EAThomsen, René / Krink, Thiemo et al. | 2002
- 22
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Probabilistic Model-Building Genetic Algorithms in Permutation Representation Domain Using Edge HistogramTsutsui, Shigeyoshi et al. | 2002
- 23
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From Syntactical to Semantical Mutation Operators for Structure OptimizationWiesmann, Dirk et al. | 2002
- 24
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Parameter Control within a Co-operative Co-evolutionary Genetic AlgorithmIorio, Antony / Li, Xiaodong et al. | 2002
- 25
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The Effects of Representational Bias on Collaboration Methods in Cooperative CoevolutionWiegand, R. Paul / Liles, William C. / De Jong, Kenneth A. et al. | 2002
- 26
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Parallel and Hybrid Models for Multi-objective Optimization: Application to the Vehicle Routing ProblemJozefowiez, Nicolas / Semet, Frédéric / Talbi, El-Ghazali et al. | 2002
- 27
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Multiobjective Design Optimization of Merging Configuration for an Exhaust Manifold of a Car EngineKanazaki, Masahiro / Morikaw, Masashi / Obayashi, Shigeru / Nakahashi, Kazuhiro et al. | 2002
- 28
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Multi-objective Co-operative Co-evolutionary Genetic AlgorithmKeerativuttitumrong, Nattavut / Chaiyaratana, Nachol / Varavithya, Vara et al. | 2002
- 29
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Bayesian Optimization Algorithms for Multi-objective OptimizationLaumanns, Marco / Ocenasek, Jiri et al. | 2002
- 30
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An Evolutionary Algorithm for Controlling Chaos: The Use of Multi—objective Fitness FunctionsRichter, Hendrik et al. | 2002
- 31
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On Modelling Evolutionary Algorithm Implementations through Co-operating PopulationsAdamidis, Panagiotis / Petridis, Vasilios et al. | 2002
- 32
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Permutation Optimization by Iterated Estimation of Random Keys Marginal Product FactorizationsBosman, Peter A. N. / Thierens, Dirk et al. | 2002
- 33
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Advanced Population Diversity Measures in Genetic ProgrammingBurke, Edmund / Gustafson, Steven / Kendall, Graham / Krasnogor, Natalio et al. | 2002
- 34
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Introducing Start Expression Genes to the Linkage Learning Genetic AlgorithmChen, Ying-ping / Goldberg, David E. et al. | 2002
- 35
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Metamodel—Assisted Evolution StrategiesEmmerich, Michael / Giotis, Alexios / Özdemir, Mutlu / Bäck, Thomas / Giannakoglou, Kyriakos et al. | 2002
- 36
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Limiting the Number of Fitness Cases in Genetic Programming Using StatisticsGiacobini, Mario / Tomassini, Marco / Vanneschi, Leonardo et al. | 2002
- 37
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Resource-Based Fitness SharingHorn, Jeffrey et al. | 2002
- 38
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Evolution Strategy with Neighborhood Attraction Using a Neural Gas ApproachHuhse, Jutta / Villmann, Thomas / Merz, Peter / Zell, Andreas et al. | 2002
- 39
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A New Asynchronous Parallel Evolutionary Algorithm for Function OptimizationLiu, Pu / Lau, Francis / Lewis, Michael J. / Wang, Cho-li et al. | 2002
- 40
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Fighting Bloat with Nonparametric Parsimony PressureLuke, Sean / Panait, Liviu et al. | 2002
- 41
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Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large PopulationsMüller, Sibylle D. / Hansen, Nikolaus / Koumoutsakos, Petros et al. | 2002
- 42
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Adaptive Reservoir Genetic Algorithm with On-Line Decision MakingMunteanu, Cristian / Rosa, Agostinho et al. | 2002
- 43
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Genetic Algorithm Visualization Using Self-organizing MapsRomero, G. / Merelo, J. J. / Castillo, P. A. / Castellano, J. G. / Arenas, M. G. et al. | 2002
- 44
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Generalised Regression GA for Handling Inseparable Function Interaction: Algorithm and ApplicationsRoy, Rajkumar / Tiwari, Ashutosh et al. | 2002
- 45
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Diversity-Guided Evolutionary AlgorithmsUrsem, Rasmus K. et al. | 2002
- 46
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Evolutionary Optimization of Heterogeneous ProblemsMuñoz, Lluís A. Belanche et al. | 2002
- 47
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Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic ProgrammingDorado, Julian / Rabuñal, Juan R. / Santos, Antonino / Pazos, Alejandro / Rivero, Daniel et al. | 2002
- 48
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Learning and Evolution by Minimization of Mutual InformationLiu, Yong / Yao, Xin et al. | 2002
- 49
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Evolved RBF Networks for Time-Series Forecasting and Function ApproximationRivas, V. M. / Castillo, P. A. / Merelo, J. J. et al. | 2002
- 50
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Evolutive Identification of Fuzzy Systems for Time-Series PredictionGonzález, Jesús / Rojas, Ignacio / Pomares, Héctor et al. | 2002
- 51
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HyGLEAM–An Approach to Generally Applicable Hybridization of Evolutionary AlgorithmsJakob, Wilfried et al. | 2002
- 52
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Co-evolving Memetic Algorithms: Initial InvestigationsSmith, Jim et al. | 2002
- 53
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Consideration of Multiple Objectives in Neural Learning Classifier SystemsBull, Larry / Studley, Matt et al. | 2002
- 54
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On Using Constructivism in Neural Classifier SystemsBull, Larry et al. | 2002
- 55
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Initial Modifications to XCS for Use in Interactive Evolutionary DesignBull, Larry / Wyatt, David / Parmee, Ian et al. | 2002
- 56
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First Results from Experiments in Fuzzy Classifier System Architectures for Mobile RoboticsPipe, A. G. / Carse, B. et al. | 2002
- 57
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TCS Learning Classifier System Controller on a Real RobotHurst, Jacob / Bull, Larry / Melhuish, Chris et al. | 2002
- 58
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Comparing Synchronous and Asynchronous Cellular Genetic AlgorithmsAlba, Enrique / Giacobini, Mario / Tomassini, Marco / Romero, Sergio et al. | 2002
- 59
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Satellite Range Scheduling: A Comparison of Genetic, Heuristic and Local SearchBarbulescu, L. / Howe, A. E. / Watson, J. P. / Whitley, L. D. et al. | 2002
- 60
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The LifeCycle Model: Combining Particle Swarm Optimisation, Genetic Algorithms and HillClimbersKrink, Thiemo / Løvbjerg, Morten et al. | 2002
- 61
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Metaheuristics for Group Shop SchedulingSampels, Michael / Blum, Christian / Mastrolilli, Monaldo / Rossi-Doria, Olivia et al. | 2002
- 62
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Experimental Investigation of Three Distributed Genetic Programming ModelsTomassini, Marco / Vanneschi, Leonardo / Fernández, Francisco / Galeano, Germán et al. | 2002
- 63
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Model-Based Search for Combinatorial Optimization: A Comparative StudyZlochin, Mark / Dorigo, Marco et al. | 2002
- 64
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A Framework for Distributed Evolutionary AlgorithmsArenas, M. G. / Collet, Pierre / Eiben, A. E. / Jelasity, Márk / Merelo, J. J. / Paechter, Ben / Preuß, Mike / Schoenauer, Marc et al. | 2002
- 65
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Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAPCastillo, P. A. / Arenas, M. G. / Castellano, J. G. / Merelo, J. J. / Rivas, V. M. / Romero, G. et al. | 2002
- 66
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Off-Line Evolution of Behaviour for Autonomous Agents in Real-Time Computer GamesAnderson, Eike Falk et al. | 2002
- 67
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A Parallel Evolutionary Algorithm for Stochastic Natural Language ParsingAraujo, Lourdes et al. | 2002
- 68
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Evolutionary Learning of Boolean Queries by Multiobjective Genetic ProgrammingCordón, Oscar / Herrera-Viedma, Enrique / Luque, María et al. | 2002
- 720
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Inferring Phylogenetic Trees Using Evolutionary AlgorithmsCotta, Carlos / Moscato, Pablo et al. | 2002
- 70
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Towards a More E.cient Evolutionary Induction of Bayesian NetworksCotta, Carlos / Muruzábal, Jorge et al. | 2002
- 71
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Robust Multiscale A.ne 2D-Image Registration through Evolutionary StrategiesGarcía, Héctor Fernando Gómez / Vega, Arturo González / Aguirre, Arturo Hernández / Zaleta, José Luis Marroquín / Coello, Carlos Coello et al. | 2002
- 72
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Synthesizing Graphical Models Employing Explaining AwayGarionis, Ralf et al. | 2002
- 73
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Constructive Geometric Constraint Solving: A New Application of Genetic AlgorithmsJoan-Arinyo, R. / Luzón, M.V. / Soto, A. et al. | 2002
- 74
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Multimeme Algorithms for Protein Structure PredictionKrasnogor, N. / Blackburne, B. P. / Burke, E. K. / Hirst, J. D. et al. | 2002
- 75
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A Dynamic Traffic Model for Frequency AssignmentMabed, Hakim / Caminada, Alexandre / Hao, Jin-Kao / Renaud1, Denis et al. | 2002
- 76
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A Parameter-Free Genetic Algorithm for a Fixed Channel Assignment Problem with Limited BandwidthMatsui, Shouichi / Watanabe, Isamu / Tokoro, Ken-ichi et al. | 2002
- 77
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Real-Coded Parameter-Free Genetic Algorithm for Job-Shop Scheduling ProblemsMatsui, Shouichi / Watanabe, Isamu / Tokoro, Ken-ichi et al. | 2002
- 78
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Clustering Gene Expression Profiles with Memetic AlgorithmsMerz, Peter / Zell, Andreas et al. | 2002
- 79
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Cellular Automata and Genetic Algorithms for Parallel Problem Solving in Human GeneticsMoore, Jason H. / Hahn, Lance W. et al. | 2002
- 80
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Evolutionary Graph Generation System and Its Application to Bit-Serial Arithmetic Circuit SynthesisMotegi, Makoto / Homma, Naofumi / Aoki, Takafumi / Higuchi, Tatsuo et al. | 2002
- 81
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Evaluating Multi-criteria Evolutionary Algorithms for Airfoil OptimisationNaujoks, Boris / Willmes, Lars / Bäck, Thomas / Haase, Werner et al. | 2002
- 82
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Hyperheuristics: A Robust Optimisation Method Applied to Nurse SchedulingCowling, Peter / Kendall, Graham / Soubeiga, Eric et al. | 2002
- 83
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Evolving the Topology of Hidden Markov Models Using Evolutionary AlgorithmsThomsen, René et al. | 2002
- 84
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Solving a Real World Routing Problem Using Multiple Evolutionary AgentsUrquhart, Neil / Ross, Peter / Paechter, Ben / Chisholm, Ken et al. | 2002
- 85
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An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman ProblemBianchi, Leonora / Gambardella, Luca Maria / Dorigo, Marco et al. | 2002
- 86
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When Model Bias Is Stronger than Selection PressureBlum, Christian / Sampels, Michael et al. | 2002
- 87
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Evolution of Asynchronous Cellular AutomataCapcarrere, Mathieu S. et al. | 2002
- 88
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Improved Ant-Based Clustering and Sorting in a Document Retrieval InterfaceHandl, Julia / Meyer, Bernd et al. | 2002
- 89
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An Adaptive Flocking Algorithm for Spatial ClusteringFolino, Gianluigi / Spezzano, Giandomenico et al. | 2002
- 90
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Evolution of Asynchronous Cellular Automata for the Density TaskTomassini, Marco / Venzi, Mattias et al. | 2002