| 2008 | An Iterated Local Search Approach for Finding Provably Good Solutions for Very Large TSP Instances. | Peter Merz, Jutta Huhse |
| 2008 | A Compass to Guide Genetic Algorithms. | Jorge Maturana, Frdric Saubion |
| 2008 | Improved Lower Limits for Pheromone Trails in Ant Colony Optimization. | David C. Matthews |
| 2008 | A Proposal to Hybridize Multi-Objective Evolutionary Algorithms with Non-gradient Mathematical Programming Techniques. | Sal Zapotecas Martnez, Carlos A. Coello Coello |
| 2008 | The Impact of Global Structure on Search. | Monte Lunacek, L. Darrell Whitley, Andrew M. Sutton |
| 2008 | A Feasibility-Preserving Crossover and Mutation Operator for Constrained Combinatorial Problems. | Martin Lukasiewycz, Michael Gla, Jrgen Teich |
| 2008 | Mixed-Integer Evolution Strategies with Dynamic Niching. | Rui Li, Jeroen Eggermont, Ofer M. Shir, Michael T. M. Emmerich, Thomas Bck, Jouke Dijkstra, Johan H. C. Reiber |
| 2008 | Team Algorithms Based on Ant Colony Optimization - A New Multi-Objective Optimization Approach. | Christian Lezcano, Diego Pinto, Benjamn Barn |
| 2008 | Evolutionary Market Agents for Resource Allocation in Decentralised Systems. | Peter R. Lewis, Paul Marrow, Xin Yao |
| 2008 | On the Run-Time Dynamics of a Peer-to-Peer Evolutionary Algorithm. | Juan Luis Jimnez Laredo, goston E. Eiben, Maarten van Steen, Juan Julin Merelo Guervs |
| 2008 | Evolvable Agents in Static and Dynamic Optimization Problems. | Juan Luis Jimnez Laredo, Pedro A. Castillo, Antonio Miguel Mora, Juan Julin Merelo Guervs, Agostinho Cludio da Rosa, Carlos M. Fernandes |
| 2008 | Evolving Regular Expressions for GeneChip Probe Performance Prediction. | William B. Langdon, Andrew P. Harrison |
| 2008 | Learning Fuzzy Rules with Evolutionary Algorithms - An Analytic Approach. | Jens Kroeske, Adam Ghandar, Zbigniew Michalewicz, Frank Neumann |
| 2008 | Premature Convergence in Constrained Continuous Search Spaces. | Oliver Kramer |
| 2008 | Reinforcement Learning: Insights from Interesting Failures in Parameter Selection. | Wolfgang Konen, Thomas Bartz-Beielstein |
| 2008 | Virus Evolution Strategy for Vehicle Routing Problems with Time Windows. | Hitoshi Kanoh, Souichi Tsukahara |
| 2008 | Particle Filter with Swarm Move for Optimization. | Chunlin Ji, Yangyang Zhang, Mengmeng Tong, Shengxiang Yang |
| 2008 | Dynamic Cooperative Coevolutionary Sensor Deployment Via Localized Fitness Evaluation. | Xingyan Jiang, Yuanzhu Peter Chen, Tina Yu |
| 2008 | Supervised and Evolutionary Learning of Echo State Networks. | Fei Jiang, Hugues Berry, Marc Schoenauer |
| 2008 | On Multiplicative Noise Models for Stochastic Search. | Mohamed Jebalia, Anne Auger |
| 2008 | Fast Multi-objective Scheduling of Jobs to Constrained Resources Using a Hybrid Evolutionary Algorithm. | Wilfried Jakob, Alexander Quinte, Karl-Uwe Stucky, Wolfgang S |
| 2008 | A Blend of Markov-Chain and Drift Analysis. | Jens Jgerskpper |
| 2008 | The Generalisation Ability of a Selection Architecture for Genetic Programming. | David Jackson |
| 2008 | Examining the Effect of Elitism in Cellular Genetic Algorithms Using Two Neighborhood Structures. | Hisao Ishibuchi, Noritaka Tsukamoto, Yusuke Nojima |
| 2008 | Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms. | Hisao Ishibuchi, Yasuhiro Hitotsuyanagi, Noritaka Tsukamoto, Yusuke Nojima |