| 2009 | Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression. | Nguyen Quang Uy, Nguyen Xuan Hoai, Michael O'Neill |
| 2009 | Genetic Programming for Feature Subset Ranking in Binary Classification Problems. | Kourosh Neshatian, Mengjie Zhang |
| 2009 | Exploring Grammatical Evolution for Horse Gait Optimisation. | James E. Murphy, Michael O'Neill, Hamish A. Carr |
| 2009 | Adaptation, Performance and Vapnik-Chervonenkis Dimension of Straight Line Programs. | Jos Luis Montaa, Csar Luis Alonso, Cruz E. Borges, Jos Luis Crespo |
| 2009 | Why Coevolution Doesn't "Work": Superiority and Progress in Coevolution. | Thomas Miconi |
| 2009 | On Crossover Success Rate in Genetic Programming with Offspring Selection. | Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Stefan Wagner |
| 2009 | On the Effectiveness of Evolution Compared to Time-Consuming Full Search of Optimal 6-State Automata. | Marcus Komann, Patrick Ediger, Dietmar Fey, Rolf Hoffmann |
| 2009 | Mining Evolving Learning Algorithms. | Andrs Jo |
| 2009 | Genetic Programming Crossover: Does It Cross over? | Colin G. Johnson |
| 2009 | Behavioural Diversity and Filtering in GP Navigation Problems. | David Jackson |
| 2009 | The Role of Population Size in Rate of Evolution in Genetic Programming. | Ting Hu, Wolfgang Banzhaf |
| 2009 | Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing. | Simon Harding, Julian Francis Miller, Wolfgang Banzhaf |
| 2009 | Beneficial Preadaptation in the Evolution of a 2D Agent Control System with Genetic Programming. | Lee K. Graham, Robert Cattral, Franz Oppacher |
| 2009 | Automatic Creation of Taxonomies of Genetic Programming Systems. | Mario Graff, Riccardo Poli |
| 2009 | An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover. | Csar Estbanez, Ricardo Aler, Jos Mara Valls, Pablo Alonso |
| 2009 | A Real-Time Evolutionary Object Recognition System. | Marc Ebner |
| 2009 | One-Class Genetic Programming. | Robert Curry, Malcolm I. Heywood |
| 2009 | On Improving Generalisation in Genetic Programming. | Dan Costelloe, Conor Ryan |
| 2009 | Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market. | Shu-Heng Chen, Chung-Ching Tai |
| 2009 | On Dynamical Genetic Programming: Random Boolean Networks in Learning Classifier Systems. | Larry Bull, Richard Preen |
| 2009 | A Statistical Learning Perspective of Genetic Programming. | Nur Merve Amil, Nicolas Bredche, Christian Gagn, Sylvain Gelly, Marc Schoenauer, Olivier Teytaud |
| 2009 | Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG. | Dilip P. Ahalpara, Siddharth Arora, M. S. Santhanam |
| 2008 | Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering. | Yang Zhang, Hongyu Li, Mahesan Niranjan, Peter I. Rockett |
| 2008 | PlasmidPL: A Plasmid-Inspired Language for Genetic Programming. | Lidia Yamamoto |
| 2008 | A Comparison of Cartesian Genetic Programming and Linear Genetic Programming. | Garnett Carl Wilson, Wolfgang Banzhaf |