| 1990 | Exploring Adaptive Agency III: Simulating the Evolution of Habituation and Sensitization. | Peter M. Todd, Geoffrey F. Miller |
| 1990 | A Topology Exploiting Genetic Algorithm to Control Dynamic Systems. | Dirk Thierens, Leo Vercauteren |
| 1990 | Operator-Oriented Genetic Algorithm and its Application to the Sliding Block Puzzle Problem. | Jung-Yul Suh, Chan-Do Lee |
| 1990 | Optimization Using Distributed Genetic Algorithms. | Timothy Starkweather, L. Darrell Whitley, Keith E. Mathias |
| 1990 | TRIMM: A Parallel Processor for Image Reconstruction by Simulated Annealing. | Richard L. Shoemaker, Harrison H. Barrett, R. H. Seacat III |
| 1990 | The View from the Adaptive Landscape. | Jonathan Schull |
| 1990 | A Learning Strategy for Neural Networks Based on a Modified Evolutionary Strategy. | Michael Scholz |
| 1990 | Performance Evaluation of Evolutionarily Created Neural Network Topologies. | Wolfram Schiffmann, Merten Joost, Randolf Werner |
| 1990 | A Classifier System with Integrated Genetic Operators. | Andreas Schachtner |
| 1990 | Improved Convergence Rate of Back-Propagation with Dynamic Adaptation of the Learning Rate. | Ralf Salomon |
| 1990 | Global Optimization by Means of Distributed Evolution Strategies. | Gnter Rudolph |
| 1990 | Error-Free Parallel Implementation of Simulated Annealing. | Pierre Roussel-Ragot, Nadia Kouicem, Grard Dreyfus |
| 1990 | Feature Construction for Back-Propagation. | Selwyn Piramuthu |
| 1990 | Transfer of Natural Metaphors to Parallel Problem Solvin Applications. | Ray Paton, Hyacinth S. Nwana, Michael J. R. Shave, Trevor J. M. Bench-Capon, Sheila Hughes |
| 1990 | The Emergence of Data Structures from Local Interactions. | Jan Paredis |
| 1990 | Solving the Mapping Problem - Experiences with a Genetic Algorithm. | Peter Neuhaus |
| 1990 | Parallel, Decentralized Spatial Mapping for Robot Navigation and Path Planning. | Maja J. Mataric |
| 1990 | Selectionist Categorization. | Bernard Manderick |
| 1990 | Conformational Analysis of DNA Using Genetic Algorithms. | Carlos B. Lucasius, S. Werten, A. H. J. M. van Aert, Gerrit Kateman, M. J. J. Blommers |
| 1990 | A Principle of Minimum Complexity in Evolution. | Luis R. Lopez, H. John Caulfield |
| 1990 | Application of Evolution Strategy in Parallel Populations. | Reinhard Lohmann |
| 1990 | Partitioning a Graph with a Parallel Genetic Algorithm. | Gregor von Laszewski, Heinz Mhlenbein |
| 1990 | A Variant of Evolution Strategies for Vector Optimization. | Frank Kursawe |
| 1990 | Parallel Genetic Packing of Rectangles. | Berthold Krger, Peter Schwenderling, Oliver Vornberger |
| 1990 | A Local Timing Model for Parallel Optimization with Boltzmann Machines. | Ingo Kreuzer, Karl Goser |