| 1996 | Evolutionary Planner/Navigator: Operator Performance and Self-Tuning. | Jing Xiao, Zbigniew Michalewicz, Lixin Zhang |
| 1996 | A New Evolutionary Model Based on Family Eugenics: the First Results. | Shaoyan Wu, Qingfu Zhang, Huowang Chen |
| 1996 | A Modified Evolutionary Programming. | Chengjian Wei, Susu Yao, Zhenya He |
| 1996 | Effectiveness of Penalty Function in Solving the Subset Sum Problem. | Hong Wang, Zhiqiang Ma, Kenji Nakayama |
| 1996 | A Genetic Algorithm for Structural Query Processing in Hypertext Systems. | Jiunn-Chin Wang, Jorng-Tzong Horng, Kuo-Chin Fan, Baw-Jhiune Liu |
| 1996 | The Response to Selection Equation for Skew Fitness Distributions. | Hans-Michael Voigt, Heinz Mhlenbein, Dirk Schlierkamp-Voosen |
| 1996 | Comparison of Steady State and Generational Genetic Algorithms for Use in Nonstationary Environments. | Frank Vavak, Terence C. Fogarty |
| 1996 | An Optimizing Fuzzy Logic with Genetic Algorithms. | Akihiko Uchibori, Hiroshi Yamazaki, Yasunari Shidama, Hiroo Yamaura |
| 1996 | Evolving Neural Network Models. | Yoshiaki Tsukamoto, Akira Namatame |
| 1996 | Fast Genetic On-Line Learning Algorithm for Neural Network and Its Application to Temperature Control. | Andon V. Topalov, Kwang-Choon Kim, Jong-Hwan Kim, Bong-Kuk Lee |
| 1996 | Non-Redundant Genetic Coding of Neural Networks. | Dirk Thierens |
| 1996 | An Immunity Based Genetic Algorithm and Its Application to the VLSI Floorplan Design Problem. | Isao Tazawa, Seiichi Koakutsu, Hironori Hirata |
| 1996 | Weight Tuning and Pattern Classification by Self Organizing Map Using Genetic Algorithm. | Masahiro Tanaka, Yasuyuki Furukawa, Tetsuzo Tanino |
| 1996 | Classification of the Totalistic and the Semitotalistic Rules of Cellular Automata. | Mieko Tanaka-Yamawaki, Sachiko Kitamikado |
| 1996 | Design Optimization of An Inertial Sensor by Genetic Algorithms. | S. M. Tam, K. C. Cheung |
| 1996 | Multi-Objective Optimization by Genetic Algorithms: A Review. | Hisashi Tamaki, Hajime Kita, Shigenobu Kobayashi |
| 1996 | Discrete Fitness Values for Improving Human Interface in an Interactive GA. | Hideyuki Takagi, Kimiko Ohya |
| 1996 | Schema Spectral Analysis. | Kazuya Takabatake, Hidekazu Miyauchi, Saburo Okada |
| 1996 | Minimizing the Real Functions of the ICEC'96 Contest by Differential Evolution. | Rainer Storn, Kenneth V. Price |
| 1996 | Differential Evolution Design of an IIR-Filter. | Rainer Storn |
| 1996 | Applying Evolution Program Techniques to Constrained Continuous Optimal Control Problems. | Stephen Smith, Russel J. Stonier |
| 1996 | Recombination Strategy Adaptation via Evolution of Gene Linkage. | Jim Smith, Terence C. Fogarty |
| 1996 | Self Adaptation of Mutation Rates in a Steady State Genetic Algorithm. | Jim Smith, Terence C. Fogarty |
| 1996 | Co-Evolving Cellular Architectures by Cellular Programming. | Moshe Sipper, Eytan Ruppin |
| 1996 | Messy Genetic Algorithm Learns a Classifier to Design Multiplexers. | Alexei N. Skurikhin, Alvin J. Surkan |