| 2010 | Graph Clustering Based Model Building. | David Iclanzan, Dumitru Dumitrescu |
| 2010 | Solving the One-Commodity Pickup and Delivery Problem Using an Adaptive Hybrid VNS/SA Approach. | Manar Ibrahim Hosny, Christine L. Mumford |
| 2010 | Performance of Network Crossover on NK Landscapes and Spin Glasses. | Mark Hauschild, Martin Pelikan |
| 2010 | Improved Dynamic Lexicographic Ordering for Multi-Objective Optimisation. | Juan Pedro Castro Gutirrez, Dario Landa-Silva, Jos A. Moreno-Prez |
| 2010 | Towards Directed Open-Ended Search by a Novelty Guided Evolution Strategy. | Lars Grning, Nikola Aulig, Markus Olhofer |
| 2010 | A Natural Evolution Strategy for Multi-objective Optimization. | Tobias Glasmachers, Tom Schaul, Jrgen Schmidhuber |
| 2010 | Scheduling English Football Fixtures over the Holiday Period Using Hyper-heuristics. | Jonathon A. Gibbs, Graham Kendall, Ender zcan |
| 2010 | Indirect Encoding of Neural Networks for Scalable Go. | Jason Gauci, Kenneth O. Stanley |
| 2010 | PMF: A Multicore-Enabled Framework for the Construction of Metaheuristics for Single and Multiobjective Optimization. | Deon Garrett |
| 2010 | Speculative Evaluation in Particle Swarm Optimization. | Matthew Gardner, Andrew W. McNabb, Kevin D. Seppi |
| 2010 | Evolution of XPath Lists for Document Data Selection. | Pablo Garca-Snchez, Juan Julin Merelo Guervs, Pedro A. Castillo, Jess Gonzlez, Juan Luis Jimnez Laredo, Antonio Mora Garca, Mara Isabel Garca Arenas |
| 2010 | Optimizing Delivery Time in Multi-Objective Vehicle Routing Problems with Time Windows. | Abel Garca-Njera, John A. Bullinaria |
| 2010 | Evolutionary Multiobjective Optimization Algorithm as a Markov System. | Ewa Gajda, Robert Schaefer, Maciej Smolka |
| 2010 | Privacy-Preserving Multi-Objective Evolutionary Algorithms. | Daniel Funke, Florian Kerschbaum |
| 2010 | Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution. | lvaro Fialho, Raymond Ros, Marc Schoenauer, Michle Sebag |
| 2010 | Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment. | Eliseo Ferrante, Ali Emre Turgut, Nithin Mathews, Mauro Birattari, Marco Dorigo |
| 2010 | Design and Comparison of two Evolutionary Approaches for Solving the Rubik's Cube. | Nail El-Sourani, Markus Borschbach |
| 2010 | Evolutionary Detection of New Classes of Equilibria: Application in Behavioral Games. | Dumitru Dumitrescu, Rodica Ioana Lung, Rka Nagy, Daniela Zaharie, Attila Bartha, Doina Logofatu |
| 2010 | Path-Guided Mutation for Stochastic Pareto Local Search Algorithms. | Madalina M. Drugan, Dirk Thierens |
| 2010 | A Novel Similarity-Based Crossover for Artificial Neural Network Evolution. | Mauro Dragoni, Antonia Azzini, Andrea Tettamanzi |
| 2010 | Bioreactor Control by Genetic Programming. | Dimitris C. Dracopoulos, Riccardo Piccoli |
| 2010 | Differential Evolution Algorithms with Cellular Populations. | Bernab Dorronsoro, Pascal Bouvry |
| 2010 | Optimizing Monotone Functions Can Be Difficult. | Benjamin Doerr, Thomas Jansen, Dirk Sudholt, Carola Winzen, Christine Zarges |
| 2010 | More Effective Crossover Operators for the All-Pairs Shortest Path Problem. | Benjamin Doerr, Daniel Johannsen, Timo Ktzing, Frank Neumann, Madeleine Theile |
| 2010 | Drift Analysis with Tail Bounds. | Benjamin Doerr, Leslie Ann Goldberg |