| 1990 | Concept Formation and Decision Tree Induction Using the Genetic Programming Paradigm. | John R. Koza |
| 1990 | An Analysis of the Interacting Roles of Population Size and Crossover in Genetic Algorithms. | Kenneth A. De Jong, William M. Spears |
| 1990 | System Identification Using Genetic Algorithms. | Timothy Johnson, Phil Husbands |
| 1990 | Genetic Algorithms, Production Plan Optimisation, and Scheduling. | Phil Husbands, Frank Mill, Stephen Warrington |
| 1990 | Circuit Partitioning with Genetic Algorithms Using a Coding Scheme to Preserve the Structure of a Circuit. | Martin Hulin |
| 1990 | Genetic Algorithms and Evolution Strategies - Similarities and Differences. | Frank Hoffmeister, Thomas Bck |
| 1990 | Optimizing Simulated Annealing. | Karl-Heinz Hoffmann, Michael Christoph, Martin Hanf |
| 1990 | Genetic Improvements of Feedforward Nets for Approximating Functions. | Klaus-Uwe Hffgen, H. Peter Siemon, Alfred Ultsch |
| 1990 | An Alternative Genetic Algorithm. | Jrgen Hesser, Reinhard Mnner |
| 1990 | Towards an Optimal Mutation Probability for Genetic Algorithms. | Jrgen Hesser, Reinhard Mnner |
| 1990 | Application of the 'Evolutionsstrategie' to Discrete Optimization Problems. | Michael Herdy |
| 1990 | The Application of a Genetic Approach as an Algorithm for Neural Networks. | Jochen Heistermann |
| 1990 | GANNET: Genetic Design of a Neural Net for Face Recognition. | Peter J. B. Hancock, Leslie S. Smith |
| 1990 | Optimizing Complex Problems by Nature's Algorithms: Simulated Annealing and Evolution Strategy - A Comparative Study. | Claas de Groot, Diethelm Wrtz, Karl-Heinz Hoffmann |
| 1990 | Explicit Parallelism of Genetic Algorithms through Population Structures. | Martina Gorges-Schleuter |
| 1990 | The Theory of Virtual Alphabets. | David E. Goldberg |
| 1990 | Redundant Coding of an NP-Complete Problem Allows Effective Genetic Algorithm Search. | Marleen Gerrits, Paulien Hogeweg |
| 1990 | Genetic Programming: Artificial Nervous Systems, Artificial Embryos and Embryological Electronics. | Hugo de Garis |
| 1990 | Genetic Algorithms and the Immune System. | Stephanie Forrest, Alan S. Perelson |
| 1990 | Implementing the Genetic Algorithm on Transputer Based Parallel Processing Systems. | Terence C. Fogarty, Runhe Huang |
| 1990 | Solving Sequential Games with Boltzmann-Learned Tactics. | Iaakov Exman |
| 1990 | Global Convergence of Genetic Algorithms: A Markov Chain Analysis. | A. E. Eiben, Emile H. L. Aarts, Kees M. van Hee |
| 1990 | A Reactive Robot Navigation System Based on a Fluid Dynamics Metaphor. | Jo Decuyper, Didier Keymeulen |
| 1990 | An Evolution Standing on the Design of Redundant Manipulators. | Yuval Davidor, Yaron Goldberg |
| 1990 | Genetic Algorithms and Highly Constrained Problems: The Time-Table Case. | Alberto Colorni, Marco Dorigo, Vittorio Maniezzo |