| 2006 | Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification. | Pedro ngel Castillo Valdivieso, Maribel Garca Arenas, Juan Julin Merelo Guervs, Vctor Manuel Rivas Santos, Gustavo Romero |
| 2006 | Untitled record | Shigeyoshi Tsutsui |
| 2006 | Digital Images Enhancement with Use of Evolving Neural Networks. | Yuri Tsoy, Vladimir Spitsyn |
| 2006 | An Evolutionary Approach to the Inference of Phylogenetic Networks. | Juan Diego Trujillo, Carlos Cotta |
| 2006 | Transmission Loss Reduction Based on FACTS and Bacteria Foraging Algorithm. | M. Tripathy, Sukumar Mishra, Loi Lei Lai, Q. P. Zhang |
| 2006 | Theory and Practice of Cellular UMDA for Discrete Optimization. | Enrique Alba, Julio Madera, Bernab Dorronsoro Daz, Carlos Alberto Ochoa Ortz Zezzatti, Marta Soto |
| 2006 | Arms Races and Car Races. | Julian Togelius, Simon M. Lucas |
| 2006 | Critical Temperatures for Intermittent Search in Self-Organizing Neural Networks. | Peter Tio |
| 2006 | Exploration and Exploitation Bias of Crossover and Path Relinking for Permutation Problems. | Dirk Thierens |
| 2006 | On the Ultimate Convergence Rates for Isotropic Algorithms and the Best Choices Among Various Forms of Isotropy. | Olivier Teytaud, Sylvain Gelly, Jrmie Mary |
| 2006 | General Lower Bounds for Evolutionary Algorithms. | Olivier Teytaud, Sylvain Gelly |
| 2006 | Optimum Design of Surface Acoustic Wave Filters Based on the Taguchi's Quality Engineering with a Memetic Algorithm. | Kiyoharu Tagawa, Mikiyasu Matsuoka |
| 2006 | Niche Radius Adaptation in the CMA-ES Niching Algorithm. | Ofer M. Shir, Thomas Bck |
| 2006 | Offspring Generation Method Using Delaunay Triangulation for Real-Coded Genetic Algorithms. | Hisashi Shimosaka, Tomoyuki Hiroyasu, Mitsunori Miki |
| 2006 | Diversity Loss in General Estimation of Distribution Algorithms. | Jonathan L. Shapiro |
| 2006 | Investigating the Emergence of Multicellularity Using a Population of Neural Network Agents. | Ehud Schlessinger, Peter J. Bentley, R. Beau Lotto |
| 2006 | A New Proposal for Multiobjecive Optimization Using Particle Swarm Optimization and Rough Sets Theory. | Luis V. Santana-Quintero, Noel Ramrez-Santiago, Carlos A. Coello Coello, Julin Molina Luque, Alfredo Garca Hernndez-Daz |
| 2006 | Nature-Inspired Algorithms for the Optimization of Optical Reference Signals. | Sancho Salcedo-Sanz, Jos Sez Landete, Manuel Rosa-Zurera |
| 2006 | Ordinal Regression in Evolutionary Computation. | Thomas Philip Runarsson |
| 2006 | An Evolutionary Approach to Shimming Undulator Magnets for Synchrotron Radiation Sources. | Olga Rudenko, Oleg Chubar |
| 2006 | Evolutionary Optimization in Spatio-temporal Fitness Landscapes. | Hendrik Richter |
| 2006 | Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions. | Mike Preuss, Boris Naujoks, Gnter Rudolph |
| 2006 | Performance of Evolutionary Algorithms on Random Decomposable Problems. | Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg |
| 2006 | Hierarchical BOA, Cluster Exact Approximation, and Ising Spin Glasses. | Martin Pelikan, Alexander K. Hartmann, Kumara Sastry |
| 2006 | Hill Climbers and Mutational Heuristics in Hyperheuristics. | Ender zcan, Burak Bilgin, Emin Erkan Korkmaz |