| Neurophilosophy | Patricia Smith Churchland | Book | 1986-04-29 |
| Microcognition | Andy Clark | Book | 1991-02-05 |
| Neural Network Learning and Expert Systems | Stephen I. Gallant | Book | 1991-10-17 |
| Adaptation in Natural and Artificial Systems | John H. Holland | Book | 1992-04-29 |
| A Hierarchy of Evolution Programs: An Experimental Study [EVCO 1:1] | Zbigniew Michalewicz | Article | 1993-03-01 |
| Evolving Behaviors in the Iterated Prisoner's Dilemma [EVCO 1:1] | David B. Fogel | Article | 1993-03-01 |
| An Overview of Evolutionary Algorithms for Parameter Optimization [EVCO 1:1] | Thomas Bäck, Hans-Paul Schwefel | Article | 1993-03-01 |
| GA-List and EC-Related Activities [EVCO 1:1] | | Article | 1993-03-01 |
| Editorial Introduction [EVCO 1:1] | | Article | 1993-03-01 |
| From Animals to Animats 2 | Jean-Arcady Meyer, Herbert L. Roitblat, Stewart W. Wilson | Book | 1993-04-13 |
| GA-List and EC-Related Activities [EVCO 1:2] | | Article | 1993-06-01 |
| Editorial Introduction [EVCO 1:2] | | Article | 1993-06-01 |
| Global Networks | Linda M. Harasim | Book | 1993-08-02 |
| Editorial Introduction [EVCO 1:3] | | Article | 1993-09-01 |
| Artificial Life as a Tool for Biological Inquiry [ARTL 1:1_2] | Charles Taylor, David Jefferson | Article | 1993-10-01 |
| Cooperation and Community Structure in Artificial Ecosystems [ARTL 1:1_2] | Kristian Lindgren, Mats G. Nordahl | Article | 1993-10-01 |
| Extended Molecular Evolutionary Biology: Artificial Life Bridging the Gap Betwee... [ARTL 1:1_2] | P. Schuster | Article | 1993-10-01 |
| Visual Models of Morphogenesis [ARTL 1:1_2] | Przemyslaw Prusinkiewicz | Article | 1993-10-01 |
| Chaos as a Source of Complexity and Diversity in Evolution [ARTL 1:1_2] | Kunihiko Kaneko | Article | 1993-10-01 |
| An Evolutionary Approach to Synthetic Biology: Zen and the Art of Creating Life [ARTL 1:1_2] | Thomas S. Ray | Article | 1993-10-01 |
| Beyond Digital Naturalism [ARTL 1:1_2] | Walter Fontana, Günter Wagner, Leo W. Buss | Article | 1993-10-01 |
| Editor's Introduction [ARTL 1:1_2] | Christopher G. Langton | Article | 1993-10-01 |
| A Genetic Algorithm for Channel Routing in VLSI Circuits [EVCO 1:4] | Jens Lienig, K. Thulasiraman | Article | 1993-12-01 |
| The Science of Breeding and Its Application to the Breeder Genetic Algorithm (BG... [EVCO 1:4] | Heinz Mühlenbein, Dirk Schlierkamp-Voosen | Article | 1993-12-01 |
| Editorial Introduction [EVCO 1:4] | | Article | 1993-12-01 |
| Is a Learning Classifier System a Type of Neural Network? [EVCO 2:1] | Robert E. Smith, H. Brown Cribbs III | Article | 1994-03-01 |
| Electronic Forums and Other EC-Related Activities [EVCO 2:1] | | Article | 1994-03-01 |
| Introduction to the Special Issue [EVCO 2:1] | | Article | 1994-03-01 |
| Genetic Algorithms and Artificial Life [ARTL 1:3] | Melanie Mitchell, Stephanie Forrest | Article | 1994-04-01 |
| Why Do We Need Artificial Life? [ARTL 1:3] | Eric W. Bonabeau, G. Theraulaz | Article | 1994-04-01 |
| The Genetic Algorithm Fractal [EVCO 2:2] | Jenny Juliany, Michael D. Vose | Article | 1994-06-01 |
| Book Review: Proceedings of the Fifth International Conference on Genetic Algori... [EVCO 2:2] | Thomas Bäck | Article | 1994-06-01 |
| Erratum [EVCO 2:2] | | Article | 1994-06-01 |
| Editorial Introduction [EVCO 2:2] | | Article | 1994-06-01 |
| Editor's Introduction: Special Issue on Highlights of the AlifelV Conference [ARTL 1:4] | Christopher G. Langton | Article | 1994-07-01 |
| Evolving 3D Morphology and Behavior by Competition [ARTL 1:4] | Karl Sims | Article | 1994-07-01 |
| On Modeling Life [ARTL 1:4] | Chris Adami | Article | 1994-07-01 |
| From Animals to Animats 3 | David Cliff, Phil Husbands, Jean-Arcady Meyer, Stewart W. Wilson | Book | 1994-07-27 |
| Mutation-Crossover Isomorphisms and the Construction of Discriminating Functions [EVCO 2:3] | Joseph C. Culberson | Article | 1994-09-01 |
| Editorial Introduction [EVCO 2:3] | | Article | 1994-09-01 |
| Artificial Life IV | Rodney A. Brooks, Pattie Maes | Book | 1994-09-13 |
| Studying Artificial Life Using a Simple, General Cellular Model [ARTL 2:1] | Moshe Sipper | Article | 1994-10-01 |
| A Simple Model of Neurogenesis and Cell Differentiation Based on Evolutionary La... [ARTL 2:1] | Hiroaki Kitano | Article | 1994-10-01 |
| Toward a Theory of Evolution Strategies: The (μ, λ)-Theory [EVCO 2:4] | Hans-Georg Beyer | Article | 1994-12-01 |
| A Description of Holland's Royal Road Function [EVCO 2:4] | Terry Jones | Article | 1994-12-01 |
| Simple Genetic Algorithms with Linear Fitness [EVCO 2:4] | Michael D. Vose, Alden H. Wright | Article | 1994-12-01 |
| Preadaptation in Populations of Neural Networks Evolving in a Changing Environme... [ARTL 2:2] | Henrik Hautop Lund, Domenico Parisi | Article | 1995-01-01 |
| Cognition in the Wild | Edwin Hutchins | Book | 1995-02-10 |
| An Overview of Evolutionary Algorithms in Multiobjective Optimization [EVCO 3:1] | Carlos M. Fonseca, Peter J. Fleming | Article | 1995-03-01 |
| Genetic Algorithms as Global Random Search Methods: An Alternative Perspective [EVCO 3:1] | Charles C. Peck, Atam P. Dhawan | Article | 1995-03-01 |
