| 2009 | A gaussian random field model of smooth fitness landscapes. Alberto Moraglio, Yossi Borenstein |
| 2009 | Additive approximations of pareto-optimal sets by evolutionary multi-objective algorithms. Christian Horoba, Frank Neumann |
| 2009 | Analysis of a simple evolutionary algorithm for the multiobjective shortest path problem. Christian Horoba |
| 2009 | Black-box search by elimination of fitness functions. Gautham Anil, R. Paul Wiegand |
| 2009 | Computing single source shortest paths using single-objective fitness. Surender Baswana, Somenath Biswas, Benjamin Doerr, Tobias Friedrich, Piyush P. Kurur, Frank Neumann |
| 2009 | Cooperative coevolution and univariate estimation of distribution algorithms. Christopher Vo, Liviu Panait, Sean Luke |
| 2009 | Don't be greedy when calculating hypervolume contributions. Karl Bringmann, Tobias Friedrich |
| 2009 | Foundations of Genetic Algorithms, 10th ACM SIGEVO International Workshop, FOGA 2009, Orlando, Forida, USA, January 9-11, 2009, Proceedings Ivan I. Garibay, Thomas Jansen, R. Paul Wiegand, Annie S. Wu |
| 2009 | Free lunches for function and program induction. Riccardo Poli, Mario Graff, Nicholas Freitag McPhee |
| 2009 | Monotonicity versus performance in co-optimization. Elena Popovici, Kenneth A. De Jong |
| 2009 | On the impact of the mutation-selection balance on the runtime of evolutionary algorithms. Per Kristian Lehre, Xin Yao |
| 2009 | On the size of weights in randomized search heuristics. Joachim Reichel, Martin Skutella |
| 2009 | On the utility of the population size for inversely fitness proportional mutation rates. Christine Zarges |
| 2009 | Single- and multi-objective evolutionary algorithms for graph bisectioning. Gero Greiner |
| 2009 | Stability of learning dynamics in two-agent, imperfect-information games. John Michael Butterworth, Jonathan L. Shapiro |
| 2009 | Theory of the hypervolume indicator: optimal μ-distributions and the choice of the reference point. Anne Auger, Johannes Bader, Dimo Brockhoff, Eckart Zitzler |
| 2009 | Unbiased coevolutionary solution concepts. Travis C. Service |
| 2009 | Weighted recombination evolution strategy on a class of PDQF's. Steffen Finck, Hans-Georg Beyer |
| 2009 | Why standard particle swarm optimisers elude a theoretical runtime analysis. Carsten Witt |