| 1996 | Implicit Formae in Genetic Algorithms. | Mrk Jelasity, Jzsef Dombi |
| 1996 | Evolutionary Algorithms for the Calculation of Electron Distributions in Si-MOSFETs. | Jrgen Jakumeit |
| 1996 | Encoding Scheme Issues for Open-Ended Artificial Evolution. | Nick Jakobi |
| 1996 | Evolution Programs Evolved. | Christian Jacob |
| 1996 | A Pattern Recognition System Using Evolvable Hardware. | Masaya Iwata, Isamu Kajitani, Hitoshi Yamada, Hitoshi Iba, Tetsuya Higuchi |
| 1996 | Immunoid: An Immunological Approach to Decentralized Behavoir Arbitration of Autonomous Mobile Robots. | Akio Ishiguro, Toshiyuki Kondo, Yuji Watanabe, Yoshiki Uchikawa |
| 1996 | Random Tree Generation for Genetic Programming. | Hitoshi Iba |
| 1996 | Emergent Cooperation for Multiple Agents Using Genetic Programming. | Hitoshi Iba |
| 1996 | An Evolutionary Approach to Hardware/ Software Partitioning. | Xiaobo Hu, Garrison W. Greenwood, Joseph G. D'Ambrosio |
| 1996 | Robust GP in Robot Learning. | Naohiro Hondo, Hitoshi Iba, Yukinori Kakazu |
| 1996 | Are Long Path Problems Hard for Genetic Algorithms? | Christian Hhn, Colin R. Reeves |
| 1996 | Self-Adaptive Genetic Algorithm for Numeric Functions. | Robert Hinterding, Zbigniew Michalewicz, Thomas C. Peachey |
| 1996 | An Application of Genetic Algorithms and Neural Networks to Scheduling Power Generating Systems. | Claus Hillermeier, Joachim Keppler |
| 1996 | Heuristic Crossovers for Real-Coded Genetic Algorithms Based on Fuzzy Connectives. | Francisco Herrera, Manuel Lozano |
| 1996 | Evolution Strategies with Subjective Selection. | Michael Herdy |
| 1996 | Optimization of Heat Exchanger Networks by Means of Evolution Strategies. | Bernd Gro, Ulrich Hammel, Peter Maldaner, Andreas Meyer, Peter Roosen, Martin Schtz |
| 1996 | An Evolutionary Algorithm for Design Optimization of Microsystems. | Martina Gorges-Schleuter, Wilfried Jakob, S. Meinzer, Alexander Quinte, Wolfgang S, Horst Eggert |
| 1996 | A Preliminary Investigation into Directed Mutations in Evolutionary Algorithms. | Adam Ghozeil, David B. Fogel |
| 1996 | Improving the Generalization Performance of Multi-Layer-Perceptrons with Population-Based Incremental Learning. | Elvis Galic, Markus Hhfeld |
| 1996 | An Evolutionary Design for f-theta Lenses. | Yoshiji Fujimoto, Masato Nishiguchi, Kenichi Nomoto, Kensuke Takahashi, Shigeyoshi Tsutsui |
| 1996 | New Genetic Local Search Operators for the Traveling Salesman Problem. | Bernd Freisleben, Peter Merz |
| 1996 | IOGA: An Instance-Oriented Genetic Algorithm. | Richard S. Forsyth |
| 1996 | On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers. | Carlos M. Fonseca, Peter J. Fleming |
| 1996 | Investigating a Parallel Breeder Genetic Algorithm on the Inverse Aerodynamic Design. | Ivan De Falco, Antonio Della Cioppa, Renato Del Balio, Ernesto Tarantino |
| 1996 | Multi-Parent's Niche: n-ary Crossovers on NK-Landscapes. | A. E. Eiben, C. A. Schippers |