| 1996 | Effects of Isolation in a Distributed Population Genetic Algorithm. | Ian Robert East, Jonathan E. Rowe |
| 1996 | Climbing Up NP-Hard Hills. | David Duvivier, Philippe Preux, El-Ghazali Talbi |
| 1996 | Learning Heuristics for OBDD Minimization by Evolutionary Algorithms. | Rolf Drechsler, Nicole Gckel, Bernd Becker |
| 1996 | Constraint Handling in Evolutionary Search: A Case Study of the Frequency Assignment. | Raphal Dorne, Jin-Kao Hao |
| 1996 | A Study of Some Properties of Ant-Q. | Marco Dorigo, Luca Maria Gambardella |
| 1996 | Democratic Optimization for Discrete and Continuous Systems. | Frank-Michael Dittes |
| 1996 | Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared. | Paul J. Darwen, Xin Yao |
| 1996 | Exploiting Competing Subpopulations for Automatic Generation of Test Sequences for Digital Cicuits. | Fulvio Corno, Paolo Prinetto, Maurizio Rebaudengo, Matteo Sonza Reorda |
| 1996 | A Three-Stage Method for Designing Genetic Fuzzy Systems by Learning from Examples. | Oscar Cordn, Francisco Herrera, Manuel Lozano |
| 1996 | Genetic Algorithms and Relational Landscapes. | Philippe Collard, Cathy Escazut, Alessio Gaspar |
| 1996 | Tackling the "Curse of Dimensionality" of Radial Basis Functional Neural Networks Using a Genetic Algorithm. | Brian Carse, Terence C. Fogarty |
| 1996 | Evolutionary Computing in Multi-Agent Environments: Specification and Symbiogenesis. | Larry Bull, Terence C. Fogarty |
| 1996 | An Evolution Strategy with Adaption of the Step Sizes by a Variance Function. | Joachim Born |
| 1996 | Evolving Compact Solutions in Genetic Programming: A Case Study. | Tobias Blickle |
| 1996 | Constraint Handling for the Fault Coverage Code Generation Problem: An Inductive Evolutionary Approach. | George Bilchev, Ian C. Parmee |
| 1996 | On Permutation Representations for Scheduling Problems. | Christian Bierwirth, Dirk C. Mattfeld, Herbert Kopfer |
| 1996 | On the Asymptotic Behavior of Multirecombinant Evolution Strategies. | Hans-Georg Beyer |
| 1996 | Solving | Jos Luis Bernier, C. Ilia Herriz, Juan Julin Merelo Guervs, S. Olmeda, Alberto Prieto |
| 1996 | Finding the Conformation of Organic Molecules with Genetic Algorithms. | Susanne Beiersdrfer, Jens B. Schmitt, Markus Sauer, Andreas Schulz, Stefan Siebert, Jrgen Hesser, Reinhard Mnner, Jrgen Wolfrum |
| 1996 | The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming Using Sparse Data Sets. | Wolfgang Banzhaf, Frank D. Francone, Peter Nordin |
| 1996 | Modeling Urban Growth by Cellular Automata. | Thomas Bck, Holger Drnemann, Ulrich Hammel, Pierre Frankhauser |
| 1996 | New Crossover Methods For Sequencing Problems. | Tolga Asveren, Paul Molitor |
| 1996 | Analytical and Numerical Investigations of Evolutionary Algorithms in Continuous Spaces. | Torsten Asselmeyer, Werner Ebeling, Helge Ros |
| 1996 | Genetic Algorithms for Protocol Validation. | Enrique Alba, Jos M. Troya |
| 1996 | Computational Brittleness and the Evolution of Computer Viruses. | Paul-Michael Agapow |