| 2004 | Evolutionary Continuous Optimization by Distribution Estimation with Variational Bayesian Independent Component Analyzers Mixture Model. | Dong-Yeon Cho, Byoung-Tak Zhang |
| 2004 | AntHocNet: An Ant-Based Hybrid Routing Algorithm for Mobile Ad Hoc Networks. | Gianni Di Caro, Frederick Ducatelle, Luca Maria Gambardella |
| 2004 | Knowledge Extraction and Problem Structure Identification in XCS. | Martin V. Butz, Pier Luca Lanzi, Xavier Llor, David E. Goldberg |
| 2004 | Lookahead and Latent Learning in a Simple Accuracy-Based Classifier System. | Larry Bull |
| 2004 | A Simple Payoff-Based Learning Classifier System. | Larry Bull |
| 2004 | The Ising Model: Simple Evolutionary Algorithms as Adaptation Schemes. | Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Rglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener |
| 2004 | Experimental Supplements to the Theoretical Analysis of EAs on Problems from Combinatorial Optimization. | Patrick Briest, Dimo Brockhoff, Bastian Degener, Matthias Englert, Christian Gunia, Oliver Heering, Thomas Jansen, Michael Leifhelm, Kai Plociennik, Heiko Rglin, Andrea Schweer, Dirk Sudholt, Stefan Tannenbaum, Ingo Wegener |
| 2004 | Sequential Sampling in Noisy Environments. | Jrgen Branke, Christian Schmidt |
| 2004 | Finding Knees in Multi-objective Optimization. | Jrgen Branke, Kalyanmoy Deb, Henning Dierolf, Matthias Osswald |
| 2004 | Learning Probabilistic Tree Grammars for Genetic Programming. | Peter A. N. Bosman, Edwin D. de Jong |
| 2004 | Fitness Distributions and GA Hardness. | Yossi Borenstein, Riccardo Poli |
| 2004 | Applications Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. | Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Lus Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto |
| 2004 | On the Quality Gain of (1, lambda)-ES Under Fitness Noise. | Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2004 | Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy. | Jaume Bacardit, David E. Goldberg, Martin V. Butz, Xavier Llor, Josep Maria Garrell i Guiu |
| 2004 | LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. | Anne Auger, Marc Schoenauer, Nicolas Vanhaecke |
| 2004 | Forecasting Time Series by Means of Evolutionary Algorithms. | Cristbal Luque del Arco-Caldern, Pedro Isasi Viuela, Julio Csar Hernndez Castro |
| 2004 | An Artificial Immune System for Fuzzy-Rule Induction in Data Mining. | Roberto Teixeira Alves, Myriam Regattieri Delgado, Heitor S. Lopes, Alex Alves Freitas |
| 2004 | An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction. | Hussein A. Abbass |
| 2002 | Model-Based Search for Combinatorial Optimization: A Comparative Study. | Mark Zlochin, Marco Dorigo |
| 2002 | From Syntactical to Semantical Mutation Operators for Structure Optimization. | Dirk Wiesmann |
| 2002 | The Effects of Representational Bias on Collaboration Methods in Cooperative Coevolution. | R. Paul Wiegand, William C. Liles, Kenneth A. De Jong |
| 2002 | Performance Measures for Dynamic Environments. | Karsten Weicker |
| 2002 | Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP. | Pedro ngel Castillo Valdivieso, Maribel Garca Arenas, Francisco Javier Garca Castellano, Juan Julin Merelo Guervs, Vctor Manuel Rivas Santos, Gustavo Romero |
| 2002 | Diversity-Guided Evolutionary Algorithms. | Rasmus K. Ursem |
| 2002 | Solving a Real World Routing Problem Using Multiple Evolutionary Agents. | Neil Urquhart, Peter Ross, Ben Paechter, Kenneth Chisholm |