| 1996 | Untitled record | Tadashi Horiuchi, Akinori Fujino, Osamu Katai, Tetsuo Sawaragi |
| 1996 | Sharing and Refinement for Reusable Subroutines of Genetic Programming. | Naohiro Hondo, Hitoshi Iba, Yukinori Kakazu |
| 1996 | Planning Multi-Paths Using Speciation in Genetic Algorithms. | Cem Hocaoglu, Arthur C. Sanderson |
| 1996 | Scenario Creation Method by Genetic Algorithm for Evaluation Future Plan. | Yasuhiro Hayashi, Hyunchul Kim, Koichi Nara |
| 1996 | Optimal Smoothing of Binary Markov Sequences by Genetic Algorithms and Its Application to Image Restoration. | Toshiharu Hatanaka, Katsuji Uosaki, Takayuki Ueta |
| 1996 | Adapting Arbitrary Normal Mutation Distributions in Evolution Strategies: The Covariance Matrix Adaptation. | Nikolaus Hansen, Andreas Ostermeier |
| 1996 | An Evolutional and Conceptual Structure Based Method of Analogical Reasoning. | Hironobu Gotoda, Yuzuru Fujiwara |
| 1996 | Evolutionary Program for Optimal Design of Material Distribution System. | Dijin Gong, Genji Yamazaki, Mitsuo Gen |
| 1996 | Evolutionary Robotics: An Overview. | Takashi Gomi, Ann Griffith |
| 1996 | A Survey of Penalty Techniques in Genetic Algorithms. | Mitsuo Gen, Runwei Cheng |
| 1996 | Cam-Brain: ATR's Billion Neuron Artificial Brain Project - A Three Year Progress Report. | Hugo de Garis |
| 1996 | Solving Symmetric and Asymmetric TSPs by Ant Colonies. | Luca Maria Gambardella, Marco Dorigo |
| 1996 | Self Scaling Reinforcement Learning for Fuzzy Logic Controller. | Toshio Fukuda, Yasuhisa Hasegawa, Koji Shimojima, Fuminori Saito |
| 1996 | A Genetic Local Search Algorithm for Solving Symmetric and Asymmetric Traveling Salesman Problems. | Bernd Freisleben, Peter Merz |
| 1996 | Using Fitness Distributions to Design More Efficient Evolutionary Computations. | David B. Fogel, Adam Ghozeil |
| 1996 | A Scatter Search Approach for Unconstrained Continuous Optimization. | Charles Fleurent, Fred W. Glover, Philippe Michelon, Zulficar Valli |
| 1996 | Breeder Genetic Algorithms for Airfoil Design Optimisation. | Ivan De Falco, Renato Del Balio, Antonio Della Cioppa, Ernesto Tarantino |
| 1996 | A Genetic-Based Method Applied in Fuzzy Modelling. | Florin Fagarasan |
| 1996 | Self-Adaptivity for Constraint Satisfaction: Learning Penalty Functions. | A. E. Eiben, Zsfia Ruttkay |
| 1996 | On a Multi-Strategy Approach in Evolutionary Computation. | Laurent Dubois, Toshio Fukuda |
| 1996 | Automatic Modularization by Speciation. | Paul J. Darwen, Xin Yao |
| 1996 | An Evolutionary Approach for Path Following Optimal Control of Multibody Systems. | Nikolay V. Dakev, Andrew J. Chipperfield, Peter J. Fleming |
| 1996 | A Fuzzy-Genetic Controller for the Flexible Pole-Chart Balancing Problem. | Elmer P. Dadios, David J. Williams |
| 1996 | Useful Diversity via Multiploidy. | Emma Collingwood, David Corne, Peter Ross |
| 1996 | A New Crossover Operator for Genetic Algorithms. | Moreno Coli, G. Gennuso, Paolo Palazzari |