| 1996 | A Learning Classifier System for Three-Dimensional Shape Optimization. | Robert A. Richards, Sheri D. Sheppard |
| 1996 | Searching in the Presence of Noise. | Soraya B. Rana, L. Darrell Whitley, Ronald Cogswell |
| 1996 | Parallelizable Evolutionary Dynamics Principles for Solving the Maximum Clique Problem. | Marcello Pelillo, Immanuel M. Bomze |
| 1996 | Niche Search: An Evolutionary Algorithm for Global Optimisation. | Joo Pedro Pedroso |
| 1996 | The Development of a Dual-Agent Strategy for Efficient Search Across Whole System Engineering Design Hierachies. | Ian C. Parmee |
| 1996 | Coevolutionary Life-Time Learning. | Jan Paredis |
| 1996 | Production Scheduling with Genetic Algorithms and Simulation. | Gerhard Niemeyer, Patricia Shiroma |
| 1996 | A Comparative Study of Evolutionary Algorithms for On-Line Parameter Tracking. | Andr Neubauer |
| 1996 | Hardware Evolution at Function Level. | Masahiro Murakawa, Shuji Yoshizawa, Isamu Kajitani, Tatsumi Furuya, Masaya Iwata, Tetsuya Higuchi |
| 1996 | Genetic-Based Dynamic Load Balancing: Implementation and Evaluation. | Masaharu Munetomo, Yoshiaki Takai, Yoshiharu Sato |
| 1996 | From Recombination of Genes to the Estimation of Distributions I. Binary Parameters. | Heinz Mhlenbein, Gerhard Paass |
| 1996 | From Recombination of Genes to the Estimation of Distributions II. Continuous Parameters. | Heinz Mhlenbein, Jrgen Bendisch, Hans-Michael Voigt |
| 1996 | Adaption to a Changing Environment by Means of the Thermodynamical Genetic Algorithm. | Naoki Mori, Hajime Kita, Yoshikazu Nishikawa |
| 1996 | Mean Field Analysis of Tournament Selection on a Random Manifold. | Lutz Molgedey |
| 1996 | A Probabilistic Database Approach to the Analysis of Genetic Algorithms. | Anil Menon, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka |
| 1996 | A Comparison of Search Techniques on a Wing-Box Optimisation Problem. | Malcolm McIlhagga, Phil Husbands, Robert Ives |
| 1996 | A Comparison of Optimization Techniques for Integrated Manufacturing Planning and Scheduling. | Malcolm McIlhagga, Phil Husbands, Robert Ives |
| 1996 | Genetic Algorithms Applied to the Physical Design of VLSI Circuits: A Survey. | Jens Lienig, James P. Cohoon |
| 1996 | Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method. | Krista Lagus, Ilkka Karanta, Juha Yl-Jski |
| 1996 | Multi-Objective Optimization by Means of the Thermodynamical Genetic Algorithm. | Hajime Kita, Yasuyuki Yabumoto, Naoki Mori, Yoshikazu Nishikawa |
| 1996 | Industrial Plant Pipe-Route Optimisation with Genetic Algorithms. | Dae Gyu Kim, David Corne, Peter Ross |
| 1996 | Evolutionary Air Traffic Flow Management for Large 3D-problems. | Cees H. M. van Kemenade, J. M. van den Akker, Joost N. Kok |
| 1996 | Explicit Filtering of Building Blocks for Genetic Algorithms. | Cees H. M. van Kemenade |
| 1996 | Refueling of a Nuclear Power Plant: Comparison of a Naive and a Specialized Mutation Operator. | Cornelia Kappler, Thomas Bck, Jrgen Heistermann, A. Van der Velde, Michele Zamparelli |
| 1996 | Are Evolutionary Algorithms Improved by Large Mutations? | Cornelia Kappler |