- Reza Rastegar. On the Optimal Convergence Probability of Univariate Estimation of Distribution Algorithms. Evolutionary Computation, 19(2):225-248, 2011.
- Yong Wang, Zixing Cai. Constrained Evolutionary Optimization by Means of (μ + λ)-Differential Evolution and Improved Adaptive Trade-Off Model. Evolutionary Computation, 19(2):249-285, 2011.
- Jimmy Secretan, Nicholas Beato, David B. D Ambrosio, Adelein Rodriguez, Adam Campbell, Jeremiah T. Folsom-Kovarik, Kenneth O. Stanley. Picbreeder: A Case Study in Collaborative Evolutionary Exploration of Design Space. Evolutionary Computation, 19(3):373-403, 2011.
- Gul Muhammad Khan, Julian F. Miller, David M. Halliday. Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture. Evolutionary Computation, 19(3):469-523, 2011.
- Terence Soule. Evolutionary Dynamics of Tag Mediated Cooperation with Multilevel Selection. Evolutionary Computation, 19(1):25-43, 2011.
- Joel Lehman, Kenneth O. Stanley. Abandoning Objectives: Evolution Through the Search for Novelty Alone. Evolutionary Computation, 19(2):189-223, 2011.
- Gregory Hornby, Jason D. Lohn, Derek S. Linden. Computer-Automated Evolution of an X-Band Antenna for NASA s Space Technology 5 Mission. Evolutionary Computation, 19(1):1-23, 2011.
- Andrew R. McIntyre, Malcolm I. Heywood. Classification as Clustering: A Pareto Cooperative-Competitive GP Approach. Evolutionary Computation, 19(1):137-166, 2011.
- Chi Wan Sung, Shiu Yin Yuen. Analysis of (1+1) Evolutionary Algorithm and Randomized Local Search with Memory. Evolutionary Computation, 19(2):287-323, 2011.
- Manuel López-Ibáñez, T. Devi Prasad, Ben Paechter. Representations and Evolutionary Operators for the Scheduling of Pump Operations in Water Distribution Networks. Evolutionary Computation, 19(3):429-467, 2011.