| 2006 | Neuroevolution with Analog Genetic Encoding. | Peter Drr, Claudio Mattiussi, Dario Floreano |
| 2006 | Evolving Binary Decision Diagrams with Emergent Variable Orderings. | Richard Mark Downing |
| 2006 | Speeding Up Evolutionary Algorithms Through Restricted Mutation Operators. | Benjamin Doerr, Nils Hebbinghaus, Frank Neumann |
| 2006 | A Tabu Search Evolutionary Algorithm for Solving Constraint Satisfaction Problems. | Bart G. W. Craenen, Ben Paechter |
| 2006 | A Memetic Approach to Golomb Rulers. | Carlos Cotta, Ivn Dot, Antonio J. Fernndez, Pascal Van Hentenryck |
| 2006 | A New Neural Network Based Construction Heuristic for the Examination Timetabling Problem. | Patrick H. Corr, Barry McCollum, Mark Andrew James McGreevy, P. J. P. McMullan |
| 2006 | Model Complexity vs. Performance in the Bayesian Optimization Algorithm. | Elon Santos Correa, Jonathan L. Shapiro |
| 2006 | Modelling Group-Foraging Behaviour with Particle Swarms. | Cecilia Di Chio, Riccardo Poli, Paolo Di Chio |
| 2006 | Module Identification from Heterogeneous Biological Data Using Multiobjective Evolutionary Algorithms. | Michael Calonder, Stefan Bleuler, Eckart Zitzler |
| 2006 | A Particle Swarm Optimizer for Constrained Numerical Optimization. | Leticia C. Cagnina, Susana C. Esquivel, Carlos A. Coello Coello |
| 2006 | Some Notes on (Mem)Brane Computation. | Nadia Busi, Miguel Angel Gutirrez-Naranjo |
| 2006 | Evolving Bin Packing Heuristics with Genetic Programming. | Edmund K. Burke, Matthew R. Hyde, Graham Kendall |
| 2006 | Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization. | Dimo Brockhoff, Eckart Zitzler |
| 2006 | About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization. | Jrgen Branke, Sanaz Mostaghim |
| 2006 | Computationally Intelligent Online Dynamic Vehicle Routing by Explicit Load Prediction in an Evolutionary Algorithm. | Peter A. N. Bosman, Han La Poutr |
| 2006 | Life History Evolution of Virtual Plants: Trading Off Between Growth and Reproduction. | Stefan Bornhofen, Claude Lattaud |
| 2006 | Information Perspective of Optimization. | Yossi Borenstein, Riccardo Poli |
| 2006 | Self-adaptation on the Ridge Function Class: First Results for the Sharp Ridge. | Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2006 | Solving Hard Multiobjective Optimization Problems Using | Ricardo Landa Becerra, Carlos A. Coello Coello |
| 2006 | Robust Simulation of Lamprey Tracking. | Matthew Beauregard, Paul J. Kennedy |
| 2006 | Evolutionary Behavior Acquisition for Humanoid Robots. | Deniz Aydemir, Hitoshi Iba |
| 2006 | Cumulative Step Length Adaptation on Ridge Functions. | Dirk V. Arnold |
| 2006 | Genetic Algorithm for Burst Detection and Activity Tracking in Event Streams. | Lourdes Araujo, Jos A. Cuesta, Juan Julin Merelo Guervs |
| 2006 | Multiobjective Genetic Programming for Natural Language Parsing and Tagging. | Lourdes Araujo |
| 2006 | Improved Squeaky Wheel Optimisation for Driver Scheduling. | Uwe Aickelin, Edmund K. Burke, Jingpeng Li |