| 2006 | A Two-Level Clustering Method Using Linear Linkage Encoding. | Emin Erkan Korkmaz |
| 2006 | Environments Conducive to Evolution of Modularity. | Vineet R. Khare, Bernhard Sendhoff, Xin Yao |
| 2006 | Local Meta-models for Optimization Using Evolution Strategies. | Stefan Kern, Nikolaus Hansen, Petros Koumoutsakos |
| 2006 | Starting from Scratch: Growing Longest Common Subsequences with Evolution. | Bryant A. Julstrom, Brenda Hinkemeyer |
| 2006 | Novel Approach to Develop Rheological Structure-Property Relationships Using Genetic Programming. | Elsa M. Jordaan, Jaap den Doelder, Guido Smits |
| 2006 | Towards an Adaptive Multimeme Algorithm for Parameter Optimisation Suiting the Engineers' Needs. | Wilfried Jakob |
| 2006 | How Comma Selection Helps with the Escape from Local Optima. | Jens Jgerskpper, Tobias Storch |
| 2006 | Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function Optimization. | Hisao Ishibuchi, Tsutomu Doi, Yusuke Nojima |
| 2006 | Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization Algorithms. | Hisao Ishibuchi, Tsutomu Doi, Yusuke Nojima |
| 2006 | Multi-Objective Equivalent Random Search. | Evan J. Hughes |
| 2006 | Multi-level Ranking for Constrained Multi-objective Evolutionary Optimisation. | Philip Hingston, Luigi Barone, Simon Huband, Lyndon While |
| 2006 | When Do Heavy-Tail Distributions Help? | Nikolaus Hansen, Fabian Gemperle, Anne Auger, Petros Koumoutsakos |
| 2006 | An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters. | Julia Handl, Joshua D. Knowles |
| 2006 | Solving Multi-objective Optimisation Problems Using the Potential Pareto Regions Evolutionary Algorithm. | Nasreddine Hallam, Graham Kendall, Peter Blanchfield |
| 2006 | Evolving Novel and Effective Treatment Plans in the Context of Infection Dynamics Models: Illustrated with HIV and HAART Therapy. | Rebecca Haines, David W. Corne |
| 2006 | Automatic Test Pattern Generation with BOA. | Tiziana Gravagnoli, Fabrizio Ferrandi, Pier Luca Lanzi, Donatella Sciuto |
| 2006 | A Distance-Based Information Preservation Tree Crossover for the Maximum Parsimony Problem. | Adrien Goffon, Jean-Michel Richer, Jin-Kao Hao |
| 2006 | A Local Genetic Algorithm for Binary-Coded Problems. | Carlos Garca-Martnez, Manuel Lozano, Daniel Molina |
| 2006 | A Multi-level Memetic/Exact Hybrid Algorithm for the Still Life Problem. | Jos E. Gallardo, Carlos Cotta, Antonio J. Fernndez |
| 2006 | Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection. | Christian Gagn, Marc Schoenauer, Michle Sebag, Marco Tomassini |
| 2006 | Exploring the Effect of Proximity and Kinship on Mutual Cooperation in the Iterated Prisoner's Dilemma. | Colin Frayn, Andy Pryke, Siang Yew Chong |
| 2006 | An Evolutive Approach for the Delineation of Local Labour Markets. | Francisco Flrez-Revuelta, Jos Manuel Casado-Daz, Lucas Martnez-Bernabeu |
| 2006 | Self-regulated Population Size in Evolutionary Algorithms. | Carlos M. Fernandes, Agostinho C. Rosa |
| 2006 | Finding State-of-the-Art Non-cryptographic Hashes with Genetic Programming. | Csar Estbanez, Julio Csar Hernndez Castro, Arturo Ribagorda, Pedro Isasi Viuela |
| 2006 | Is Self-adaptation of Selection Pressure and Population Size Possible? - A Case Study. | A. E. Eiben, Martijn C. Schut, A. R. de Wilde |