ICEC 1994: Orlando, Florida, USA

Proceedings of the First IEEE Conference on Evolutionary Computation, IEEE World Congress on Computational Intelligence, June 27-29, 1994, Orlando, Florida, USA. IEEE, ISBN 0-7803-1899-4

Applications of Evolutionary Computation Operations Research

Thomas Bäck, Sami Khuri: An Evolutionary Heuristic for the Maximum Independent Set Problem. 531-535 BibTeX
Ingrid S. Gerdes: Application of Genetic Algorithms to the Problem of Free-Routing for Aircraft. 536-541 BibTeX
A. E. Eiben, Paul-Erik Raué, Zsófia Ruttkay: Solving Constraint Satisfaction Problems Using Genetic Algorithms. 542-547 BibTeX
David Orvosh, Lawrence Davis: Using a Genetic Algorithm to Optimize Problems with Feasability Constraints. 548-553 BibTeX
Anne L. Olsen: Penalty Functions and the Knapsack Problem. 554-558 BibTeX
Yanfeng Sun, Zhongtuo Wang: The Genetic Algorithm for 0-1 Programming with Linear Constraints. 559-564 BibTeX
Hiroyuki Mori: A GA-Based Method for Optimizing Topological Observability Index in Electric Power Networks. 565-568 BibTeX
Wen-Chih Huang, Cheng-Yan Kao, Jorng-Tzong Horng: A Genetic Algorithm Approach for Set Covering Problems. 569-574 BibTeX
Jyi-Shane Liu, Katia P. Sycara: Collective Problem Solving Through Coordinated Reaction. 575-578 BibTeX
Jeffrey A. Joines, Christopher R. Houck: On the Use of Non-Stationary Penalty Functions to Solve Nonlinear Constrained Optimization Problems with GA's. 579-584 BibTeX
Silvia Luchian, Henri Luchian, Mihai Petriuc: Evolutionary Automated Classification. 585-588 BibTeX

Evolutionary Computation and Fuzzy Systems

James C. Bezdek, Richard J. Hathaway: Optimization of Fuzzy Clustering Criteria Using Genetic Algorithms. 589-594 BibTeX
H. Y. Xu, G. S. Vukovich: Fuzzy Evolutionary Algorithms and Automatic Robot Trajectory Generation. 595-600 BibTeX
Yasuhisa Hasegawa, Toshio Fukuda, Koji Shimojima: Hierarchical Fuzzy Reasoning. 601-606 BibTeX

Evolutionary Computation Theory

Luis R. Lopez: Are Deception and Complexity Conjugate Variables in Genetic Learning? 607-612 BibTeX
Masayuki Yamamura, Hiroshi Satoh, Shigenobu Kobayashi: An Analysis of Crossover's Effect in Genetic Algorithms. 613-618 BibTeX
Mark Juric: An Anti-Adaptationist Approach to Genetic Algorithms. 619-623 BibTeX
José Luis Fernández-Villacañas Martín, M. Gell, I. Adjali: Evolution in a Self-Organizing Agent-Resource System. 624-627 BibTeX

Representation and Operators

Percy P. C. Yip, Yoh-Han Pao: A Guided Evolutionary Computation Technique as Function Optimizer. 628-633 BibTeX
Gilles Venturini: Improving Genetic Algorithms for Concept Learning. 634-638 BibTeX
Shigeyoshi Tsutsui, Isao Hayashi, Yoshiji Fujimoto: Extended Forking Genetic Algorithm for Order Representation. 639-644 BibTeX
Robert G. Reynolds, William Sverdlik: Problem Solving Using Cultural Algorithms. 645-650 BibTeX
Wolfgang Banzhaf: Artificial Selection in a System of Self-Replicating Strings. 651-655 BibTeX

Applications of Evolutionary Computation in VLSI and Electronics

Feb J. Cabrasawan, Joanna Lesniak, T. C. Wesselkamper: Genetic Algorithm Techniques for 3-Valued Transistor Design. 656-660 BibTeX
Jun'ichi Mizoguchi, Hitoshi Hemmi, Katsunori Shimohara: Production Genetic Algorithms for Automated Hardware Design Through an Evolutionary Process. 661-664 BibTeX
Michael S. White, Stuart J. Flockton: A Genetic Adaptive Algorithm for Data Equalization. 665-669 BibTeX

Applications of Evolutionary Computation in Machine Learning

Brian Carse, Terence C. Fogarty: A Delayed-Action Classifier System for Learning in Temporal Environments. 670-673 BibTeX
Philip D. Laird, Ronald Saul: Automated Feature Extraction for Supervised Learning. 674-679 BibTeX
Larry Bull, Terence C. Fogarty: Parallel Evolution of Communicating Classifier Systems. 680-685 BibTeX
Masao Kubo, Yukinori Kakazu: Acquisition of the Various Coordinated Motions of Multi-Agent System on Soccer Game. 686-691 BibTeX
Christos Nikolopoulos, Shannon Duvendack: A Hybrid Machine Learning System and its Application to Insurance Underwriting. 692-695 BibTeX
Garett O. Dworman: Games Computers Play: Simulating Characteristic Function Game Playing Agents with Classifier Systems. 696-701 BibTeX

Applications of Evolutionary Computation in Robotics and Manufacturing

Chang-Yun Shen, Yoh-Han Pao, Percy P. C. Yip: Scheduling Multiple Job Problems with Guided Evolutionary Simulated Annealing Approach. 702-706 BibTeX
D. P. Kwok, Fang Sheng: Genetic Algorithm and Simulated Annealing for Optimal Robot Arm PID Control. 707-713 BibTeX
Norio Baba, Naoyuki Kubota: 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. 714-719 BibTeX
Marc Schoenauer, Edmund M. A. Ronald: Neuro-Genetic Truck Backer-Upper Controller. 720-723 BibTeX
Riccardo Caponetto, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia: Genetic Algorithms for Controller Order Reduction. 724-729 BibTeX
J. T. Ma, Q. H. Wu: Application of Evolutionary Programming to Optimal Reactive Power Dispatch. 730-735 BibTeX
Runwei Cheng, Mitsuo Gen: Evolution Program for Resource Constrained Project Scheduling Problem. 736-741 BibTeX
Ricardo R. Gudwin, Fernando A. C. Gomide: Genetic Algorithms and Discrete Event Systems: An Application. 742-745 BibTeX
Koji Morikawa, Takeshi Furuhashi, Yoshiki Uchikawa: Evolution of CIM System with Genetic Algorithm. 746-749 BibTeX

Evolutionary Computation and Neural Networks

Steve G. Romaniuk: Applying Crossover Operators to Automatic Neural Network Construction. 750-752 BibTeX
David P. M. Northmore, John G. Elias: Evolving Synaptic Connections for a Silicon Neuromorph. 753-758 BibTeX
José Santos Reyes, Richard J. Duro: Evolutionary Generation and Training of Recurrent Artificial Neural Networks. 759-763 BibTeX
Yuji Sato, Shoji Hatano, Hisaaki Hatano, Tatsumi Furuya: Lookahead Planning and Co-Evolution in Recurrent Neural Networks. 764-769 BibTeX
Lampros Tsinas, Bernd Dachwald: A Combined Neural and Genetic Learning Algorithm. 770-774 BibTeX

Applications of Evolutionary Computation in Information Science

Min Yan, Ruwei Dai: An Evolutionary Approach to Shape Emergence. 775-780 BibTeX
Kaoru Nakano, Shingo Uchihashi, Naoki Umemoto, Hayato Nakagama: An Approach to Evolutional System. 781-786 BibTeX
Hideo Saito, Naoki Kobayashi II: Evolutionary Computation Approaches to Halftoning Algorithm. 787-791 BibTeX
Christophe Jacquelin, Gilles Hejblum, André Aurengo: Pattern Fed Objects: A New Approach for Textured Image Segmentation. 792-795 BibTeX
Ken-nosuke Wada, Yoshiko Wada, Hirofumi Doi, Shin-ichi Tanaka, Mitsuru Furusawa: Evolutionary System: Structures and Functions, Disparity Hypothesis and Gene Duplication. 796-801 BibTeX
Yong L. Xiao, Donald E. Williams: A Comparison of GA and RSNR Docking. 802-806 BibTeX

Comparing Algorithms

Dipankar Dasgupta: Handling Deceptive Problems Using a Different Genetic Search. 807-811 BibTeX
Tadahiko Murata, Hisao Ishibuchi: Performance Evaluation of Genetic Algorithms for Flowshop Scheduling Problems. 812-817 BibTeX

Parallel Evolutionary Computation

Sara Elo: A Parallel Genetic Algorithm on the CM-2 for Multi-Modal Optimization. 818-822 BibTeX
Ivan De Falco, Renato Del Balio, Ernesto Tarantino, Roberto Vaccaro: Improving Search by Incorporating Evolution Principles in Parallel Tabu Search. 823-828 BibTeX
Carlos Alberto Gonzalez Pico, Roger L. Wainwright: Dynamic Scheduling of Computer Tasks Using Genetic Algorithms. 829-833 BibTeX
Franciszek Seredynski: Dynamic Mapping and Load Balancing with Parallel Genetic Algorithms. 834-839 BibTeX

Software Engineering

José L. Ribeiro Filho, Philip C. Treleaven: GAME: A Framework for Programming Genetic Algorithms Applications. 840-845 BibTeX
Tom Routen: Techniques for the Visualisation of Genetic Algorithms. 846-851 BibTeX

Music

Ryan A. McIntyre: Bach in a Box: The Evolution of Four Part Baroque Harmony Using the Genetic Algorithm. 852-857 BibTeX
Pauli Laine, Mika Kuuskankare: Genetic Algorithms in Musical Style Oriented Generation. 858-862 BibTeX