| 1994 | Evolving Synaptic Connections for a Silicon Neuromorph. | David P. M. Northmore, John G. Elias |
| 1994 | A Hybrid Machine Learning System and its Application to Insurance Underwriting. | Christos Nikolopoulos, Shannon Duvendack |
| 1994 | An Approach to Evolutional System. | Kaoru Nakano, Shingo Uchihashi, Naoki Umemoto, Hayato Nakagama |
| 1994 | Performance Evaluation of Genetic Algorithms for Flowshop Scheduling Problems. | Tadahiko Murata, Hisao Ishibuchi |
| 1994 | A Genetic Approach to Dynamic Load Balancing in a Distributed Computing System. | Masaharu Munetomo, Yoshiaki Takai, Yoshiharu Sato |
| 1994 | Evolution of CIM System with Genetic Algorithm. | Koji Morikawa, Takeshi Furuhashi, Yoshiki Uchikawa |
| 1994 | Improving Game-Tree Search with Evolutionary Neural Networks. | David E. Moriarty, Risto Miikkulainen |
| 1994 | A GA-Based Method for Optimizing Topological Observability Index in Electric Power Networks. | Hiroyuki Mori |
| 1994 | Production Genetic Algorithms for Automated Hardware Design Through an Evolutionary Process. | Jun'ichi Mizoguchi, Hitoshi Hemmi, Katsunori Shimohara |
| 1994 | Genetic Reinforcement Learning for Cooperative Traffic Signal Control. | Sadayoshi Mikami, Yukinori Kakazu |
| 1994 | Bach in a Box: The Evolution of Four Part Baroque Harmony Using the Genetic Algorithm. | Ryan A. McIntyre |
| 1994 | Experiments with a Coroutine Execution Model for Genetic Programming. | Sidney R. Maxwell III |
| 1994 | Application of Evolutionary Programming to Optimal Reactive Power Dispatch. | J. T. Ma, Q. H. Wu |
| 1994 | Staged Hybrid Genetic Search for Seismic Data Imaging. | Keith E. Mathias, L. Darrell Whitley, Christof Stork, Tony Kusuma |
| 1994 | Transforming the Search Space with Gray Coding. | Keith E. Mathias, L. Darrell Whitley |
| 1994 | Initial Performance Comparisons for the Delta Coding Algorithm. | Keith E. Mathias, L. Darrell Whitley |
| 1994 | Knowledge Based Nonuniform Crossover. | Harpal Maini, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka |
| 1994 | Crossover Interactions Among Niches. | Samir W. Mahfoud |
| 1994 | Genetic Drift in Sharing Methods. | Samir W. Mahfoud |
| 1994 | A Knowledge-Based Genetic Heuristic for Learning Certainty Factors. | Douglas B. Lynch, David C. Kuncicky |
| 1994 | Evolutionary Automated Classification. | Silvia Luchian, Henri Luchian, Mihai Petriuc |
| 1994 | Structuring Chromosomes for Context-Free Grammar Evolution. | Simon M. Lucas |
| 1994 | Are Deception and Complexity Conjugate Variables in Genetic Learning? | Luis R. Lopez |
| 1994 | An Electronic Card Production Line Loading Program-An Evolutionary Algorithm Implementation. | Thomas D. Logan |
| 1994 | Collective Problem Solving Through Coordinated Reaction. | Jyi-Shane Liu, Katia P. Sycara |