| 2005 | A Comparison of Simulated Annealing with a Simple Evolutionary Algorithm. Thomas Jansen |
| 2005 | A Schema-Based Version of Geiringer's Theorem for Nonlinear Genetic Programming with Homologous Crossover. Boris Mitavskiy, Jonathan E. Rowe |
| 2005 | Asymptotic Convergence of Some Metaheuristics Used for Multiobjective Optimization. Mario Villalobos-Arias, Carlos A. Coello Coello, Onésimo Hernández-Lerma |
| 2005 | Coarse Graining Selection and Mutation. Jonathan E. Rowe, Michael D. Vose, Alden H. Wright |
| 2005 | Compact Genetic Codes as a Search Strategy of Evolutionary Processes. Marc Toussaint |
| 2005 | Foundations of Genetic Algorithms, 8th International Workshop, FOGA 2005, Aizu-Wakamatsu City, Japan, January 5-9, 2005, Revised Selected Papers Alden H. Wright, Michael D. Vose, Kenneth A. De Jong, Lothar M. Schmitt |
| 2005 | Genetic Algorithms for the Variable Ordering Problem of Binary Decision Diagrams. Wolfgang Lenders, Christel Baier |
| 2005 | Gray, Binary and Real Valued Encodings: Quad Search and Locality Proofs. L. Darrell Whitley, Jonathan E. Rowe |
| 2005 | NP-Completeness of Deciding Binary Genetic Encodability. Andreas Blass, Boris Mitavskiy |
| 2005 | On the Prediction of the Solution Quality in Noisy Optimization. Hans-Georg Beyer, Silja Meyer-Nieberg |
| 2005 | Optimal Weighted Recombination. Dirk V. Arnold |
| 2005 | Perturbation Theory and the Renormalization Group in Genetic Dynamics. Christopher R. Stephens, Adolfo Zamora, Alden H. Wright |
| 2005 | Population Sizing of Dependency Detection by Fitness Difference Classification. Miwako Tsuji, Masaharu Munetomo, Kiyoshi Akama |
| 2005 | Rigorous Runtime Analysis of the (1+1) ES: 1/5-Rule and Ellipsoidal Fitness Landscapes. Jens Jägersküpper |
| 2005 | Running Time Analysis of a Multiobjective Evolutionary Algorithm on Simple and Hard Problems. Rajeev Kumar, Nilanjan Banerjee |
| 2005 | The Deceptive Degree of the Objective Function. Yun-qiang Li |
| 2005 | Tournament Selection, Iterated Coupon-Collection Problem, and Backward-Chaining Evolutionary Algorithms. Riccardo Poli |