| 2012 | On-Line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments. | Berend Weel, Mark Hoogendoorn, A. E. Eiben |
| 2012 | Buildable Objects Revisited. | Martin Wamann, Karsten Weicker |
| 2012 | Exploiting Prior Information in Multi-objective Route Planning. | Antony Waldock, David W. Corne |
| 2012 | Parsimony Pressure versus Multi-objective Optimization for Variable Length Representations. | Markus Wagner, Frank Neumann |
| 2012 | Experimental Supplements to the Computational Complexity Analysis of Genetic Programming for Problems Modelling Isolated Program Semantics. | Tommaso Urli, Markus Wagner, Frank Neumann |
| 2012 | Using Expert Knowledge to Guide Covering and Mutation in a Michigan Style Learning Classifier System to Detect Epistasis and Heterogeneity. | Ryan J. Urbanowicz, Delaney Granizo-MacKenzie, Jason H. Moore |
| 2012 | A Framework to Hybridize PBIL and a Hyper-heuristic for Dynamic Environments. | Gnl Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender zcan |
| 2012 | Real-Time GPU Based Road Sign Detection and Classification. | Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni |
| 2012 | ACO on Multiple GPUs with CUDA for Faster Solution of QAPs. | Shigeyoshi Tsutsui |
| 2012 | Reinforcement Learning with N-tuples on the Game Connect-4. | Markus Thill, Patrick Koch, Wolfgang Konen |
| 2012 | Evolvability Analysis of the Linkage Tree Genetic Algorithm. | Dirk Thierens, Peter A. N. Bosman |
| 2012 | Efficient Negative Selection Algorithms by Sampling and Approximate Counting. | Johannes Textor |
| 2012 | A Parallel Cooperative Co-evolutionary Genetic Algorithm for the Composite SaaS Placement Problem in Cloud Computing. | Maolin Tang, Zeratul Izzah Mohd Yusoh |
| 2012 | Multi-objective Optimization for Selecting and Scheduling Observations by Agile Earth Observing Satellites. | Panwadee Tangpattanakul, Nicolas Jozefowiez, Pierre Lopez |
| 2012 | Autonomous Shaping via Coevolutionary Selection of Training Experience. | Marcin Grzegorz Szubert, Krzysztof Krawiec |
| 2012 | Analyzing Module Usage in Grammatical Evolution. | John Mark Swafford, Erik Hemberg, Michael O'Neill, Anthony Brabazon |
| 2012 | A Parameterized Runtime Analysis of Simple Evolutionary Algorithms for Makespan Scheduling. | Andrew M. Sutton, Frank Neumann |
| 2012 | On Spectral Invariance of Randomized Hessian and Covariance Matrix Adaptation Schemes. | Sebastian U. Stich, Christian L. Mller |
| 2012 | Pruning GP-Based Classifier Ensembles by Bayesian Networks. | Claudio De Stefano, Gianluigi Folino, Francesco Fontanella, Alessandra Scotto di Freca |
| 2012 | Generalized Compressed Network Search. | Rupesh Kumar Srivastava, Jrgen Schmidhuber, Faustino J. Gomez |
| 2012 | A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution. | Kevin Sim, Emma Hart, Ben Paechter |
| 2012 | Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP. | Michaela Sikulov, Luks Sekanina |
| 2012 | Global Equilibrium Search Algorithms for Combinatorial Optimization Problems. | Oleg V. Shylo, Dmytro Korenkevych, Panos M. Pardalos |
| 2012 | A Spanning Tree-Based Encoding of the MAX CUT Problem for Evolutionary Search. | Kisung Seo, Soohwan Hyun, Yong-Hyuk Kim |
| 2012 | Variable Neighborhood Search and GRASP for Three-Layer Hierarchical Ring Network Design. | Christian Schauer, Gnther R. Raidl |