| 1994 | A Genetic Approach to the Cable Haress Routing Problem. | Andrew B. Conru |
| 1994 | Evolution Program for Resource Constrained Project Scheduling Problem. | Runwei Cheng, Mitsuo Gen |
| 1994 | A Delayed-Action Classifier System for Learning in Temporal Environments. | Brian Carse, Terence C. Fogarty |
| 1994 | Genetic Algorithms for Controller Order Reduction. | Riccardo Caponetto, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia |
| 1994 | Genetic Algorithm Techniques for 3-Valued Transistor Design. | Feb J. Cabrasawan, Joanna Lesniak, T. C. Wesselkamper |
| 1994 | Parallel Evolution of Communicating Classifier Systems. | Larry Bull, Terence C. Fogarty |
| 1994 | A New Genetic Approach for the Traveling Salesman Problem. | Thang Nguyen Bui, Byung Ro Moon |
| 1994 | Enzo-II-A Powerful Design Tool to Evolve Multilayer Feed Forward Networks. | Heinrich Braun, Peter Zagorski |
| 1994 | Finding Maximum Flow with Random and Genetic Search. | Mark F. Bramlette |
| 1994 | Evolutionary Learning of General Fuzzy Rules with Biased Evaluation Functions: Competition and Cooperation. | Andrea Bonarini |
| 1994 | Optimization of Fuzzy Clustering Criteria Using Genetic Algorithms. | James C. Bezdek, Richard J. Hathaway |
| 1994 | Genetic Algorithm Guided Clustering. | James C. Bezdek, Srinivas Boggavarapu, Lawrence O. Hall, Amine Bensaid |
| 1994 | Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways. | Hugues Bersini, Jean-Michel Renders |
| 1994 | Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks. | Samy Bengio, Yoshua Bengio, Jocelyn Cloutier |
| 1994 | Artificial Selection in a System of Self-Replicating Strings. | Wolfgang Banzhaf |
| 1994 | An Evolutionary Heuristic for the Maximum Independent Set Problem. | Thomas Bck, Sami Khuri |
| 1994 | Evolution Strategies Applied to Perturbed Objective Functions. | Thomas Bck, Ulrich Hammel |
| 1994 | Selective Pressure in Evolutionary Algorithms: A Characterization of Selection Mechanisms. | Thomas Bck |
| 1994 | Collision Avoidance Planning of a Robot Manipulator by Using Genetic Algorithm - A Consideration for the Problem in Which Moving Obstacles and/or Several Robots are Included in the Workspace. | Norio Baba, Naoyuki Kubota |
| 1994 | Learning Monitoring Strategies: A Difficult Genetic Programming Application. | Marc S. Atkin, Paul R. Cohen |
| 1994 | GAVaPS - A Genetic Algorithm with Varying Population Size. | Jaroslaw Arabas, Zbigniew Michalewicz, Jan J. Mulawka |
| 1994 | Learning and Upgrading Rules for an OCR System Using Genetic Programming. | David Andre |
| 1994 | Evolution of Mapmaking: Learning, Planning, and Memory Using Genetic Programming. | David Andre |
| 1994 | Evolving Better Representations Through Selective Genome Growth. | Lee Altenberg |
| 1994 | Evolving SSE: A Stochastic Schemata Exploiter. | Akiko N. Aizawa |