| 1996 | A Fuzzy Evolutionary Approach To Constrained Optimisation Problems. | Tu Van Le |
| 1996 | The Role of Virus Infection in Virus-Evolutionary Genetic Algorithm. | Naoyuki Kubota, Koji Shimojima, Toshio Fukuda |
| 1996 | Four Problems for which a Computer Program Evolved by Genetic Programming is Competitive with Human Performance. | John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane |
| 1996 | Morphic Search Strategies. | Jason Kingdon, Laura Dekker |
| 1996 | Variable Structure Control of Brushless DC Motor Using Evolution Strategy with Varying Search Space. | Hyun-Sik Kim, Jin-Hyun Park, Young-Kiu Choi |
| 1996 | Optimal Trajectory Planning of a Redundant Manipulator Using Evolutionary Programming. | Sinn Kim, Jong-Hwan Kim |
| 1996 | Cluster Evolution Strategies - Enhancing the Sampling Density Function Using Representatives. | Cees H. M. van Kemenade |
| 1996 | A Study on Evolutionary Synthesis of Classifier System Architectures. | Takashi Kawakami, Yukinori Kakazu |
| 1996 | Genetic Algorithms with Decomposition Procedures for Fuzzy Multiobjective 0-1 Programming Problems with Block Angular Structure. | Kosuke Kato, Masatoshi Sakawa |
| 1996 | The Properties of Complex Evolution in Chaos Generation Process. | Yoichi Kasahara, Yasuo Yonezawa |
| 1996 | Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. | Hillol Kargupta, David E. Goldberg |
| 1996 | The Gene Expression Messy Genetic Algorithm. | Hillol Kargupta |
| 1996 | The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. | Hillol Kargupta |
| 1996 | Variable Length Chromosome GA for Evolvable Hardware. | Isamu Kajitani, Tsutomu Hoshino, Masaya Iwata, Tetsuya Higuchi |
| 1996 | Low Velocity Friction Identification and Compensation Using Accelerated Evolutionary Programming. | Jeong-Yul Jeon, Seon-Woo Lee, Hong-Kook Chae, Jong-Hwan Kim |
| 1996 | Genetic Evolution Through Stochastic Mutation Dynamics. | Yuishi Iwasaki, Fumiko Yonezawa |
| 1996 | Decentralized Consensus-Making Mechanisms Based on Immune System. Application to a Behavior Arbitration of an Autonomous Mobile Robot. | Akio Ishiguro, Yuji Watanabe, Toshiyuki Kondo, Yoshiki Uchikawa |
| 1996 | A Structured PENN Controller for a MIMO Process. | Masaru Ishida, Takehiro Ohba |
| 1996 | Active Noise Control by an Immune Algorithm: Adaptation in Immune System as an Evolution. | Yoshiteru Ishida, Norihiko Adachi |
| 1996 | Genetic-Algorithm-Based Approaches to the Design of Fuzzy Systems for Multi-Dimensional Pattern Classification Problems. | Hisao Ishibuchi, Tomoharu Nakashima, Tadahiko Murata |
| 1996 | Multi-Objective Genetic Local Search Algorithm. | Hisao Ishibuchi, Tadahiko Murata |
| 1996 | Lamarckian Evolution of Associative Memory. | Akira Imada, Keijiro Araki |
| 1996 | Identifying the Fuzzy Grey Prediction Model by Genetic Algorithms. | Yo-Ping Huang, Sheng-Fang Wang |
| 1996 | Polygonal Approximation Using Genetic Algorithm. | Shu-Chien Huang, Yung-Nien Sun |
| 1996 | The Dynamic Threshold of Semi-Orthogonal Associative Memory Model. | Xinmin Huang, Yasumitsu Miyazaki |