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 In Operations Research

Hisashi Tamaki, Hajime Kita, Nobuhiko Shimizu, Keiji Maekawa, Yoshikazu Nishikawa: A Comparison Study of Genetic Codings for the Traveling Salesman Problem. 1-6 BibTeX
Thang Nguyen Bui, Byung Ro Moon: A New Genetic Approach for the Traveling Salesman Problem. 7-12 BibTeX
Robert Hinterding: Mapping, Order-Independent Genes and the Knapsack Problem. 13-17 BibTeX
Parthasarathy Guturu, Ammanamanchi Srinivasa Murthy, V. U. K. Sastry: Clique Finding - A Genetic Approach. 18-21 BibTeX
Harpal Maini, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka: Knowledge Based Nonuniform Crossover. 22-27 BibTeX

Evolutionary Computation And Fuzzy Systems

Frank Klawonn, Jens Kinzel, Rudolf Kruse: Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers. 28-33 BibTeX
James C. Bezdek, Srinivas Boggavarapu, Lawrence O. Hall, Amine Bensaid: Genetic Algorithm Guided Clustering. 34-39 BibTeX
Thomas Bäck, Ulrich Hammel: Evolution Strategies Applied to Perturbed Objective Functions. 40-45 BibTeX
Frederick E. Petry, Bill P. Buckles, Dev Prabhu, Roy George, R. Srikanth: Fuzzy Clustering With Genetic Search. 46-50 BibTeX
Andrea Bonarini: Evolutionary Learning of General Fuzzy Rules with Biased Evaluation Functions: Competition and Cooperation. 51-56 BibTeX

Evolutionary Computation Theory

Thomas Bäck: Selective Pressure in Evolutionary Algorithms: A Characterization of Selection Mechanisms. 57-62 BibTeX
Günter Rudolph: Convergence of Non-Elitist Strategies. 63-66 BibTeX
Samir W. Mahfoud: Genetic Drift in Sharing Methods. 67-72 BibTeX

Representation And Operations

Jaroslaw Arabas, Zbigniew Michalewicz, Jan J. Mulawka: GAVaPS - A Genetic Algorithm with Varying Population Size. 73-78 BibTeX
Helge Rosé, Werner Ebeling, Johannes Schuchhardt: Evolutionary Strategies for Solving Frustrated Problems. 79-81 BibTeX
Jeffrey Horn, Nicholas Nafpliotis, David E. Goldberg: A Niched Pareto Genetic Algorithm for Multiobjective Optimization. 82-87 BibTeX
Hans-Michael Voigt, Thomas Anheyer: Modal Mutations in Evolutionary Algorithms. 88-92 BibTeX

Applications Of Evolutionary Computation In VLSI And Electronics

Matteo Sonza Reorda, Maurizio Rebaudengo: A Genetic Algorithm for Floorplan Area Optimization. 93-96 BibTeX
B. B. Prahlada Rao, Lalit M. Patnaik, R. C. Hansdah: A Genetic Algorithm for Channel Routing using Inter-Cluster Mutation. 97-103 BibTeX
Mike Davis, Luoping Liu, John G. Elias: VLSI Circuit Synthesis Using a Parallel Genetic Algorithm. 104-109 BibTeX
P. Gentili, Francesco Piazza, Aurelio Uncini: Evolutionary Design of Fir Digital Filters with Power-of-Two Coefficients. 110-114 BibTeX

Applications Of Evolutionary Computation In Machine Learning

Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concepts with Distributed Genetic Algorithms. 115-119 BibTeX
Arthur L. Corcoran, Sandip Sen: Using Real-Valued Genetic Algorithms to Evolve Rule Sets for Classification. 120-124 BibTeX
Douglas B. Lynch, David C. Kuncicky: A Knowledge-Based Genetic Heuristic for Learning Certainty Factors. 125-129 BibTeX
Simon M. Lucas: Structuring Chromosomes for Context-Free Grammar Evolution. 130-135 BibTeX

Genetic Programming: Theory

Astro Teller: Turing Completeness in the Language of Genetic Programming with Indexed Memory. 136-141 BibTeX
Kenneth E. Kinnear Jr.: Fitness Landscapes and Difficulty in Genetic Programming. 142-147 BibTeX
Timothy Perkis: Stack-Based Genetic Programming. 148-153 BibTeX
Simon Handley: On the Use of Directed Acyclic Graph to Represent a Population of Computer Programs. 154-159 BibTeX
Walter Alden Tackett, Aviram Carami: The Unique Implications of Brood Selection for Genetic Programming. 160-165 BibTeX

Representation And Operators

Vassilios Petridis, Spiridon A. Kazarlis: Varying Quality Function in Genetic Algorithms and the Cutting Problem. 166-169 BibTeX
Shigeyoshi Tsutsui, Yoshiji Fujimoto, Isao Hayashi: Extended Forking Genetic Algorithm for Order Representation (O-FGA). 170-175 BibTeX
B. Csukás, R. Lakner, K. Varga: Evolution of the Evaluated Conservation Structures. 176-181 BibTeX
Lee Altenberg: Evolving Better Representations Through Selective Genome Growth. 182-187 BibTeX
Samir W. Mahfoud: Crossover Interactions Among Niches. 188-193 BibTeX

Applications Of Evolutionary Computation In Robotics And Manufacturing

Jean-Yves Potvin, Danny Dubé: Improving a Vehicle Routing Heuristic Through Genetic Search. 194-199 BibTeX
Andrew B. Conru: A Genetic Approach to the Cable Haress Routing Problem. 200-205 BibTeX
Thomas D. Logan: An Electronic Card Production Line Loading Program-An Evolutionary Algorithm Implementation. 206-210 BibTeX
Hoi-Shan Lin, Jing Xiao, Zbigniew Michalewicz: Evolutionary Algorithm for Path Planning in Mobile Robot Environment. 211-216 BibTeX
N. Saravanan, David B. Fogel: Evolving Neurocontrollers Using Evolutionary Programming. 217-222 BibTeX

Applications Of Evolutionary Computation In Machine Learning

Sadayoshi Mikami, Yukinori Kakazu: Genetic Reinforcement Learning for Cooperative Traffic Signal Control. 223-228 BibTeX
H. Füger, G. Stein, Uwe Stilla: Multi-Population Evolution Strategies for Structural Image Analysis. 229-234 BibTeX
Jeffrey D. Stumpf, Xin Feng, Richard W. Kelnhofer: An Enhanced Operator-Oriented Genetic Search Algorithm. 235-238 BibTeX
Chuen-Tsai Sun, Ying-Hong Liao, Jing-Liu Lu, Fu-May Zheng: Genetic Algorithm Learning in Game Playing with Multiple Coaches. 239-243 BibTeX

Genetic Programming Extensions

John R. Koza: Recognizing Patterns in Protein Sequences Using Iteration-Performing Calculations in Genetic Programming. 245-249 BibTeX
David Andre: Evolution of Mapmaking: Learning, Planning, and Memory Using Genetic Programming. 250-255 BibTeX
Patrik D'haeseleer: Context Preserving Crossover in Genetic Programming. 256-261 BibTeX
Craig W. Reynolds: The Difficulty of Roving Eyes. 262-267 BibTeX
Gerhard Weiß: Neural Networks and Evolutionary Computation. PartI: Hybrid Approaches in Artificial Intelligence. 268-272 BibTeX
Gerhard Weiß: Neural Networks and Evolutionary Computation. PartII: Hybrid Approaches in the Neurosciences. 273-277 BibTeX
Heinrich Braun, Peter Zagorski: Enzo-II-A Powerful Design Tool to Evolve Multilayer Feed Forward Networks. 278-283 BibTeX
Zoran Obradovic, Rangarajan Srikumar: Evolutionary Design of Application Tailored Neural Networks. 284-289 BibTeX
Mukesh Patel, Vittorio Maniezzo: NN'S and GA'S: Evolving Co-Operative Behaviour in Adaptive Learning Agents. 290-295 BibTeX

Applications Of Evolutionary Comutation In Operations Research

Mark F. Bramlette: Finding Maximum Flow with Random and Genetic Search. 296-299 BibTeX
Ben Paechter, Henri Luchian, Andrew Cumming, Mihai Petriuc: Two Solutions to the General Timetable Problem Using Evolutionary Methods. 300-305 BibTeX
Gerry V. Dozier, Dennis Bahler, James Bowen: Solbing Small and Large Scale Constraint Satisfaction Problems Using a Heuristic-Based Microgenetic Algorithm. 306-311 BibTeX
Hugues Bersini, Jean-Michel Renders: Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways. 312-317 BibTeX

Genetic Programming: Analysis And Control

Byoung-Tak Zhang, Heinz Mühlenbein: Synthesis of Sigma-Pi Neural Networks by the Breeder Genetic Programming. 318-323 BibTeX
Samy Bengio, Yoshua Bengio, Jocelyn Cloutier: Use of Genetic Programming for the Search of a New Learning Rule for Neural Networks. 324-327 BibTeX
Marc S. Atkin, Paul R. Cohen: Learning Monitoring Strategies: A Difficult Genetic Programming Application. 328-332 BibTeX
Ming-Yi Lay: Application of Genetic Programming in Analyzing Multiple Steady States of Dynamical Systems. 333-336 BibTeX
Hugo de Garis: The Genetic Programming of an Artificial Brain Which Grows/Evolves at Electronic Speeds in a Cellular Automata Machine. 337-339 BibTeX

Applications Of Evolutionary Computation In Information Sciences

Arthur L. Corcoran, Dale A. Schoenefeld: A Genetic Algorithm for File and Task Placement in a Distributed System. 340-344 BibTeX
Garrison W. Greenwood, Ajay K. Gupta, Kelly McSweeney: Scheduling Tasks in Multiprocessor Systems Using Evolutionary Strategies. 345-349 BibTeX
Jorng-Tzong Horng, Baw-Jhiune Liu, Cheng-Yan Kao: A Genetic Algorithm for Database Query Optimization. 350-355 BibTeX
Keith E. Mathias, Darrell Whitley, Christof Stork, Tony Kusuma: Staged Hybrid Genetic Search for Seismic Data Imaging. 356-361 BibTeX
Hiroshi Iijima, Yusuke Naito: Incremental Prediction of Side-Chain Conformation of Proteins by a Genetic Algorithm. 362-367 BibTeX

Comparing Algorithms

Abraham Schultz: A Multiple Population Boltzmann Machine. 368-373 BibTeX
Gary M. Griner: A Comparison of Simulated Evolution and Genetic Evolution Performance. 374-378 BibTeX
Charles C. Palmer, Aaron Kershenbaum: Representing Trees in Genetic Algorithms. 379-384 BibTeX
John A. Gunnels, Paul Cull, J. L. Holloway: Genetic Algorithms and Simulated Annealing for Gene Mapping. 385-390 BibTeX

Genetic Programming

Ulrich Wilhelm Thonemann: Finding Improved Simulated Annealing Schedules with Genetic Programming. 391-395 BibTeX
Frederick E. Petry, Bertrand Daniel Dunay, Bill P. Buckles: Regular Language Induction with Genetic Programming. 396-400 BibTeX
Hitoshi Iba, Taisuke Sato, Hugo de Garis: System Identification Approach to Genetic Programming. 401-406 BibTeX
Justinian P. Rosca, Dana H. Ballard: Learning by Adapting Representations in Genetic Programming. 407-412 BibTeX
Sidney R. Maxwell III: Experiments with a Coroutine Execution Model for Genetic Programming. 413-417 BibTeX

Parallel Evolutionary Compution

Masaharu Munetomo, Yoshiaki Takai, Yoshiharu Sato: A Genetic Approach to Dynamic Load Balancing in a Distributed Computing System. 419-421 BibTeX
Craig A. Farrell, Dorota H. Kieronska, Mike Schulze: Genetic Algorithms for Network Division Problem. 422-427 BibTeX
V. Scott Gordon: Locality in Genetic Algorithms. 428-432 BibTeX

Comparing Algorithms

Keith E. Mathias, Darrell Whitley: Initial Performance Comparisons for the Delta Coding Algorithm. 433-438 BibTeX
F. Greene: A Method for Utilizing Diploid/Dominance in Genetic Search. 439-444 BibTeX
Roberto Piola: Evolutionary Solutions to a Highly Constrained Combinatorial Problem. 445-449 BibTeX
Jin-Kao Hao, Raphaël Dorne: An Empirical Comparison of Two Evolutionary Methods for Satisfiability Problems. 451-455 BibTeX

Genetic Programming

John E. Perry: The Effect of Population Enrichment in Genetic Programming. 456-461 BibTeX
David Andre: Learning and Upgrading Rules for an OCR System Using Genetic Programming. 462-467 BibTeX
Frederick E. Petry, Bill P. Buckles, Thyagarajan Sadasivan, Donald H. Kraft: The Use of Genetic Programming to Build Queries for Information Retrieval. 468-473 BibTeX
Simon Handley: Automated Learning of a Detector for the Cores of (Alpha)-Helics in Protein Sequences via Genetic Programming. 474-479 BibTeX
Sumit Das, Terry Franguiadakis, Michael E. Papka, Thomas A. DeFanti, Daniel J. Sandin: A Genetic Programming Application in Virtual Reality. 480-484 BibTeX

Evolutionary Computation And Neural Networks

Anthony G. Pipe, Terence C. Fogarty, Alan F. T. Winfield: Balancing Exploration with Exploitation - Solving Mazes With Real Numbered Search Spaces. 485-489 BibTeX
Bryn V. Williams, Richard T. J. Bostock, David Bounds, Alan J. Harget: Improving Classification Performance in the Bumptree Network by Optimising Topology with a Genetic Algorithm. 490-495 BibTeX
David E. Moriarty, Risto Miikkulainen: Improving Game-Tree Search with Evolutionary Neural Networks. 496-501 BibTeX
Christian Jacob: Typed Expressions Evolution of Artificial Nervous Systems. 502-507 BibTeX

Evolutionary Computation Theory

Dirk Thierens, David E. Goldberg: Elitist Recombination: An Integrated Selection Recombination GA. 508-512 BibTeX
Keith E. Mathias, Darrell Whitley: Transforming the Search Space with Gray Coding. 513-518 BibTeX
Stefan Langerman, Gregory Seront, Hugues Bersini: S.T.E.P.: The Easiest Way to Optimize a Function. 519-524 BibTeX
Akiko N. Aizawa: Evolving SSE: A Stochastic Schemata Exploiter. 525-529 BibTeX