| 1994 | Neural Networks and Evolutionary Computation. PartII: Hybrid Approaches in the Neurosciences. | Gerhard Wei |
| 1994 | Neural Networks and Evolutionary Computation. PartI: Hybrid Approaches in Artificial Intelligence. | Gerhard Wei |
| 1994 | Evolutionary System: Structures and Functions, Disparity Hypothesis and Gene Duplication. | Ken-nosuke Wada, Yoshiko Wada, Hirofumi Doi, Shin'ichi Tanaka, Mitsuru Furusawa |
| 1994 | Modal Mutations in Evolutionary Algorithms. | Hans-Michael Voigt, Thomas Anheyer |
| 1994 | Improving Genetic Algorithms for Concept Learning. | Gilles Venturini |
| 1994 | Extended Forking Genetic Algorithm for Order Representation. | Shigeyoshi Tsutsui, Isao Hayashi, Yoshiji Fujimoto |
| 1994 | Extended Forking Genetic Algorithm for Order Representation (O-FGA). | Shigeyoshi Tsutsui, Yoshiji Fujimoto, Isao Hayashi |
| 1994 | A Combined Neural and Genetic Learning Algorithm. | Lampros Tsinas, Bernd Dachwald |
| 1994 | Finding Improved Simulated Annealing Schedules with Genetic Programming. | Ulrich Wilhelm Thonemann |
| 1994 | Elitist Recombination: An Integrated Selection Recombination GA. | Dirk Thierens, David E. Goldberg |
| 1994 | Turing Completeness in the Language of Genetic Programming with Indexed Memory. | Astro Teller |
| 1994 | A Comparison Study of Genetic Codings for the Traveling Salesman Problem. | Hisashi Tamaki, Hajime Kita, Nobuhiko Shimizu, Keiji Maekawa, Yoshikazu Nishikawa |
| 1994 | The Unique Implications of Brood Selection for Genetic Programming. | Walter Alden Tackett, Aviram Carami |
| 1994 | The Genetic Algorithm for 0-1 Programming with Linear Constraints. | Yanfeng Sun, Zhongtuo Wang |
| 1994 | Genetic Algorithm Learning in Game Playing with Multiple Coaches. | Chuen-Tsai Sun, Ying-Hong Liao, Jing-Liu Lu, Fu-May Zheng |
| 1994 | An Enhanced Operator-Oriented Genetic Search Algorithm. | Jeffrey D. Stumpf, Xin Feng, Richard W. Kelnhofer |
| 1994 | Scheduling Multiple Job Problems with Guided Evolutionary Simulated Annealing Approach. | Chang-Yun Shen, Yoh-Han Pao, Percy P. C. Yip |
| 1994 | Dynamic Mapping and Load Balancing with Parallel Genetic Algorithms. | Franciszek Seredynski |
| 1994 | A Multiple Population Boltzmann Machine. | Abraham Schultz |
| 1994 | Neuro-Genetic Truck Backer-Upper Controller. | Marc Schoenauer, Edmund M. A. Ronald |
| 1994 | Lookahead Planning and Co-Evolution in Recurrent Neural Networks. | Yuji Sato, Shoji Hatano, Hisaaki Hatano, Tatsumi Furuya |
| 1994 | Evolving Neurocontrollers Using Evolutionary Programming. | N. Saravanan, David B. Fogel |
| 1994 | Evolutionary Generation and Training of Recurrent Artificial Neural Networks. | Jos Santos Reyes, Richard J. Duro |
| 1994 | Evolutionary Computation Approaches to Halftoning Algorithm. | Hideo Saito, Naoki Kobayashi |
| 1994 | Convergence of Non-Elitist Strategies. | Gnter Rudolph |