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ORCID7th PPSN 2002: Granada, Spain
- Juan Julián Merelo Guervós
, Panagiotis Adamidis, Hans-Georg Beyer, José Luis Fernández-Villacañas Martín, Hans-Paul Schwefel:
Parallel Problem Solving from Nature - PPSN VII, 7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings. Lecture Notes in Computer Science 2439, Springer 2002, ISBN 3-540-44139-5
Evolutionary Algorithms Theory
- Dirk V. Arnold, Hans-Georg Beyer:
Random Dynamics Optimum Tracking with Evolution Strategies. 3-12 - Roger Eriksson, Björn Olsson:
On the Behavior of Evolutionary Global-Local Hybrids with Dynamic Fitness Functions. 13-22 - Jano I. van Hemert, Thomas Bäck:
Measuring the Searched Space to Guide Efficiency: The Principle and Evidence on Constraint Satisfaction. 23-32 - Thomas Jansen:
On the Analysis of Dynamic Restart Strategies for Evolutionary Algorithms. 33-43 - Marco Laumanns, Lothar Thiele, Eckart Zitzler, Emo Welzl, Kalyanmoy Deb:
Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem. 44-53 - Jens Scharnow, Karsten Tinnefeld, Ingo Wegener:
Fitness Landscapes Based on Sorting and Shortest Paths Problems. 54-63 - Karsten Weicker:
Performance Measures for Dynamic Environments. 64-76
Representation/Codification Issues
- Christoph Eckert, Jens Gottlieb:
Direct Representation and Variation Operators for the Fixed Charge Transportation Problem. 77-87 - Joshua D. Knowles, Richard A. Watson:
On the Utility of Redundant Encodings in Mutation-Based Evolutionary Search. 88-98 - Franz Rothlauf:
Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms. 99-110
Variation Operators: Analysis, New Techniques
- Hernán E. Aguirre, Kiyoshi Tanaka:
Parallel Varying Mutation in Deterministic and Self-adaptive GAs. 111-121 - Dirk Büche, Gianfranco Guidati, Peter Stoll, Petros Koumoutsakos:
Self-organizing Maps for Pareto Optimization of Airfoils. 122-131 - David Corne, Martin J. Oates, Douglas B. Kell:
On Fitness Distributions and Expected Fitness Gain of Mutation Rates in Parallel Evolutionary Algorithms. 132-141 - Brad Dolin, Maribel García Arenas, Juan Julián Merelo Guervós:
Opposites Attract: Complementary Phenotype Selection for Crossover in Genetic Programming. 142-152 - César Hervás-Martínez, Domingo Ortiz-Boyer, Nicolás García-Pedrajas:
Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic Algorithms. 153-161 - Kokolo Ikeda, Shigenobu Kobayashi:
Deterministic Multi-step Crossover Fusion: A Handy Crossover Composition for GAs. 162-171 - Márk Jelasity, Mike Preuß, A. E. Eiben:
Operator Learning for a Problem Class in a Distributed Peer-to-Peer Environment. 172-183 - Domingo Ortiz-Boyer, César Hervás-Martínez, Nicolás García-Pedrajas:
Crossover Operator Effect in Function Optimization with Constraints. 184-193 - Thomas Philip Runarsson:
Reducing Random Fluctuations in Mutative Self-adaptation. 194-203 - Günther R. Raidl, Gabriele Kodydek, Bryant A. Julstrom:
On Weight-Biased Mutation for Graph Problems. 204-213 - René Thomsen, Thiemo Krink:
Self-adaptive Operator Scheduling Using the Religion-Based EA. 214-223 - Shigeyoshi Tsutsui:
Probabilistic Model-Building Genetic Algorithms in Permutation Representation Domain Using Edge Histogram. 224-233 - Dirk Wiesmann:
From Syntactical to Semantical Mutation Operators for Structure Optimization. 234-246
Evolutionary Techniques: Coevolution
- Antony W. Iorio, Xiaodong Li:
Parameter Control within a Co-operative Co-evolutionary Genetic Algorithm. 247-256 - R. Paul Wiegand, William C. Liles, Kenneth A. De Jong:
The Effects of Representational Bias on Collaboration Methods in Cooperative Coevolution. 257-270
Multiobjective Optimization
- Nicolas Jozefowiez, Frédéric Semet, El-Ghazali Talbi:
Parallel and Hybrid Models for Multi-objective Optimization: Application to the Vehicle Routing Problem. 271-280 - Masahiro Kanazaki, Masashi Morikawa, Shigeru Obayashi, Kazuhiro Nakahashi:
Multiobjective Design Optimization of Merging Configuration for an Exhaust Manifold of a Car Engine. 281-287 - Nattavut Keerativuttitumrong, Nachol Chaiyaratana, Vara Varavithya:
Multi-objective Co-operative Co-evolutionary Genetic Algorithm. 288-297 - Marco Laumanns, Jiri Ocenasek:
Bayesian Optimization Algorithms for Multi-objective Optimization. 298-307 - Hendrik Richter:
An Evolutionary Algorithm for Controlling Chaos: The Use of Multi-objective Fitness Functions. 308-320
Evolutionary Algorithms: New Techniques
- Panagiotis Adamidis, Vassilios Petridis:
On Modelling Evolutionary Algorithm Implementations through Co-operating Populations. 321-330 - Peter A. N. Bosman, Dirk Thierens:
Permutation Optimization by Iterated Estimation of Random Keys Marginal Product Factorizations. 331-340 - Edmund K. Burke, Steven M. Gustafson, Graham Kendall, Natalio Krasnogor:
Advanced Population Diversity Measures in Genetic Programming. 341-350 - Ying-Ping Chen, David E. Goldberg:
Introducing Start Expression Genes to the Linkage Learning Genetic Algorithm. 351-360 - Michael Emmerich, Alexios Giotis, Mutlu Özdemir, Thomas Bäck, Kyriakos C. Giannakoglou:
Metamodel-Assisted Evolution Strategies. 361-370 - Mario Giacobini, Marco Tomassini, Leonardo Vanneschi:
Limiting the Number of Fitness Cases in Genetic Programming Using Statistics. 371-380 - Jeffrey Horn:
Resource-Based Fitness Sharing. 381-390 - Jutta Huhse, Thomas Villmann, Peter Merz, Andreas Zell:
Evolution Strategy with Neighborhood Attraction Using a Neural Gas Approach. 391-400 - Pu Liu, Francis C. M. Lau, Michael J. Lewis, Cho-Li Wang:
A New Asynchronous Parallel Evolutionary Algorithm for Function Optimization. 401-410 - Sean Luke, Liviu Panait:
Fighting Bloat with Nonparametric Parsimony Pressure. 411-421 - Sibylle D. Müller, Nikolaus Hansen, Petros Koumoutsakos:
Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations. 422-431 - Cristian Munteanu, Agostinho C. Rosa:
Adaptive Reservoir Genetic Algorithm with On-Line Decision Making. 432-441 - Gustavo Romero, Juan Julián Merelo Guervós, Pedro Ángel Castillo Valdivieso, Francisco Javier García Castellano, Maribel García Arenas:
Genetic Algorithm Visualization Using Self-organizing Maps. 442-451 - Rajkumar Roy, Ashutosh Tiwari:
Generalised Regression GA for Handling Inseparable Function Interaction: Algorithm and Applications. 452-463 - Rasmus K. Ursem:
Diversity-Guided Evolutionary Algorithms. 462-474
Hybrid Algorithms: Neurogenetic Algorithms, Evolutionary Techniques Applied to Neural Nets
- Lluís A. Belanche Muñoz:
Evolutionary Optimization of Heterogeneous Problems. 475-484 - Julián Dorado, Juan R. Rabuñal, Antonino Santos, Alejandro Pazos, Daniel Rivero:
Automatic Recurrent and Feed-Forward ANN Rule and Expression Extraction with Genetic Programming. 485-494 - Yong Liu, Xin Yao:
Learning and Evolution by Minimization of Mutual Information. 495-504 - Víctor Manuel Rivas Santos, Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós:
Evolved RBF Networks for Time-Series Forecasting and Function Approximation. 505-516
Hybrid Algorithms: Memetic, Other
- Jesús González, Ignacio Rojas, Héctor Pomares:
Evolutive Identification of Fuzzy Systems for Time-Series Prediction. 517-526 - Wilfried Jakob:
HyGLEAM - An Approach to Generally Applicable Hybridization of Evolutionary Algorithms. 527-536 - Jim Smith:
Co-evolving Memetic Algorithms: Initial Investigations. 537-548
Learning Classifier Systems
- Larry Bull, Matthew Studley:
Consideration of Multiple Objectives in Neural Learning Classifier Systems. 549-557 - Larry Bull:
On Using Constructivism in Neural Classifier Systems. 558-567 - Larry Bull, David Ian Wyatt, Ian C. Parmee:
Initial Modifications to XCS for Use in Interactive Evolutionary Design. 568-577 - Anthony G. Pipe, Brian Carse:
First Results from Experiments in Fuzzy Classifier System Architectures for Mobile Robotics. 578-587 - Jacob Hurst, Larry Bull, Chris Melhuish:
TCS Learning Classifier System Controller on a Real Robot. 588-600
Comparison of Different Techniques
- Enrique Alba, Mario Giacobini, Marco Tomassini, Sergio Romero:
Comparing Synchronous and Asynchronous Cellular Genetic Algorithms. 601-610 - Laura Barbulescu, Adele E. Howe, Jean-Paul Watson, L. Darrell Whitley:
Satellite Range Scheduling: A Comparison of Genetic, Heuristic and Local Search. 611-620 - Thiemo Krink, Morten Løvbjerg:
The LifeCycle Model: Combining Particle Swarm Optimisation, Genetic Algorithms and HillClimbers. 621-630 - Michael Sampels, Christian Blum, Monaldo Mastrolilli, Olivia Rossi-Doria:
Metaheuristics for Group Shop Scheduling. 631-640 - Marco Tomassini, Leonardo Vanneschi, Francisco Fernández, Germán Galeano Gil:
Experimental Investigation of Three Distributed Genetic Programming Models. 641-650 - Mark Zlochin, Marco Dorigo:
Model-Based Search for Combinatorial Optimization: A Comparative Study. 651-664
Evolutionary Algorithm Implementations
- Maribel García Arenas, Pierre Collet, A. E. Eiben, Márk Jelasity, Juan Julián Merelo Guervós, Ben Paechter, Mike Preuß, Marc Schoenauer:
A Framework for Distributed Evolutionary Algorithms. 665-675 - Pedro Ángel Castillo Valdivieso, Maribel García Arenas, Francisco Javier García Castellano, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero:
Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. 676-688
Applications
- Eike Falk Anderson:
Off-Line Evolution of Behaviour for Autonomous Agents in Real-Time Computer Games. 689-699 - Lourdes Araujo:
A Parallel Evolutionary Algorithm for Stochastic Natural Language Parsing. 700-709 - Oscar Cordón, Enrique Herrera-Viedma, María Luque:
Evolutionary Learning of Boolean Queries by Multiobjective Genetic Programming. 710-719 - Carlos Cotta, Pablo Moscato:
Inferring Phylogenetic Trees Using Evolutionary Algorithms. 720-729 - Carlos Cotta, Jorge Muruzábal:
Towards a More Efficient Evolutionary Induction of Bayesian Networks. 730-739 - Héctor Fernando Gómez García, Arturo González Vega, Arturo Hernández Aguirre, José L. Marroquín, Carlos A. Coello Coello:
Robust Multiscale Affine 2D-Image Registration through Evolutionary Strategies. 740-748 - Ralf Garionis:
Synthesizing Graphical Models Employing Explaining Away. 749-758 - Robert Joan-Arinyo, María Victoria Luzón, Antoni Soto-Riera:
Constructive Geometric Constraint Solving: A New Application of Genetic Algorithms. 759-768 - Natalio Krasnogor, B. P. Blackburne, Edmund K. Burke, Jonathan D. Hirst:
Multimeme Algorithms for Protein Structure Prediction. 769-778 - Hakim Mabed, Alexandre Caminada, Jin-Kao Hao, Denis Renaud:
A Dynamic Traffic Model for Frequency Assignment. 779-788 - Shouichi Matsui, Isamu Watanabe, Ken-ichi Tokoro:
A Parameter-Free Genetic Algorithm for a Fixed Channel Assignment Problem with Limited Bandwidth. 789-799 - Shouichi Matsui, Isamu Watanabe, Ken-ichi Tokoro:
Real-Coded Parameter-Free Genetic Algorithm for Job-Shop Scheduling Problems. 800-810 - Peter Merz, Andreas Zell:
Clustering Gene Expression Profiles with Memetic Algorithms. 811-820 - Jason H. Moore, Lance W. Hahn:
Cellular Automata and Genetic Algorithms for Parallel Problem Solving in Human Genetics. 821-830 - Makoto Motegi, Naofumi Homma, Takafumi Aoki, Tatsuo Higuchi:
Evolutionary Graph Generation System and Its Application to Bit-Serial Arithmetic Circuit Synthesis. 831-840 - Boris Naujoks, Lars Willmes, Thomas Bäck, Werner Haase:
Evaluating Multi-criteria Evolutionary Algorithms for Airfoil Optimisation. 841-850 - Peter I. Cowling, Graham Kendall, Eric Soubeiga:
Hyperheuristics: A Robust Optimisation Method Applied to Nurse Scheduling. 851-860 - René Thomsen:
Evolving the Topology of Hidden Markov Models Using Evolutionary Algorithms. 861-870 - Neil Urquhart, Peter Ross, Ben Paechter, Kenneth Chisholm:
Solving a Real World Routing Problem Using Multiple Evolutionary Agents. 871-882
Other Bioinspired Algorithms: Cellular Automata, Ant Colony Optimization
- Leonora Bianchi, Luca Maria Gambardella, Marco Dorigo:
An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem. 883-892 - Christian Blum, Michael Sampels:
When Model Bias Is Stronger than Selection Pressure. 893-902 - Mathieu S. Capcarrère:
Evolution of Asynchronous Cellular Automata. 903-912 - Julia Handl, Bernd Meyer:
Improved Ant-Based Clustering and Sorting. 913-923 - Gianluigi Folino, Giandomenico Spezzano:
An Adaptive Flocking Algorithm for Spatial Clustering. 924-933 - Marco Tomassini, Mattias Venzi:
Evolution of Asynchronous Cellular Automata for the Density Task. 934-944
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