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6th ICGA 1995: Pittsburgh, PA, USA
- Larry J. Eshelman:
Proceedings of the 6th International Conference on Genetic Algorithms, Pittsburgh, PA, USA, July 15-19, 1995. Morgan Kaufmann 1995, ISBN 1-55860-370-0
Selection
- Thomas Bäck:
Generalized Convergence Models for Tournament- and (mu, lambda)-Selection. ICGA 1995: 2-8 - Tobias Blickle, Lothar Thiele:
A Mathematical Analysis of Tournament Selection. ICGA 1995: 9-16 - Kenneth A. De Jong, Jayshree Sarma:
On Decentralizing Selection Algorithms. ICGA 1995: 17-23 - Georges R. Harik:
Finding Multimodal Solutions Using Restricted Tournament Selection. ICGA 1995: 24-31 - Filippo Neri, Lorenza Saitta:
Analysis of Genetic Algorithms Evolution under Pure Selection. ICGA 1995: 32-41
Mutation and Recombination
- Jaroslaw Arabas, Jan J. Mulawka, Jacek Pokrasniewicz:
A New Class of the Crossover Operators for the Numerical Optimization. ICGA 1995: 42-48 - Thang Nguyen Bui, Byung Ro Moon:
On Multi-Dimensional Encoding/Crossover. ICGA 1995: 49-56 - Nikolaus Hansen, Andreas Ostermeier, Andreas Gawelczyk:
On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating Set Adaptation. ICGA 1995: 57-64 - Robert Hinterding, Harry Gielewski, Thomas C. Peachey:
The Nature of Mutation in Genetic Algorithms. ICGA 1995: 65-72 - Terry Jones:
Crossover, Macromutationand, and Population-Based Search. ICGA 1995: 73-80 - Bryant A. Julstrom:
What Have You Done for Me Lately? Adapting Operator Probabilities in a Steady-State Genetic Algorithm. ICGA 1995: 81-87 - Jim Levenick:
Metabits: Generic Endogenous Crossover Control. ICGA 1995: 88-95 - Andrew B. Kahng, Byung Ro Moon:
Toward More Powerful Recombinations. ICGA 1995: 96-103 - Hans-Michael Voigt, Heinz Mühlenbein, Dragan Cvetkovic:
Fuzzy Recombination for the Breeder Genetic Algorithm. ICGA 1995: 104-113
Evolutionary Computation Techniques
- Theodore C. Belding:
The Distributed Genetic Algorithm Revisited. ICGA 1995: 114-121 - James Bowen, Gerry V. Dozier:
Solving Constraint Satisfaction Problems Using a Genetic/Systematic Search Hybrid That Realizes When to Quit. ICGA 1995: 122-129 - Rob Craighurst, Worthy N. Martin:
Enhancing GA Performance through Crossover Prohibitions Based on Ancestry. ICGA 1995: 130-135 - Samir W. Mahfoud:
A Comparison of Parallel and Sequential Niching Methods. ICGA 1995: 136-143 - Jonathan Maresky, Yuval Davidor, Daniel Gitler, Gad Aharoni, Amnon Barak:
Selectively Destructive Re-start. ICGA 1995: 144-150 - Zbigniew Michalewicz:
Genetic AlgorithmsNumerical Optimizationand Constraints. ICGA 1995: 151-158 - Khim Peow Ng, Kok Cheong Wong:
A New Diploid Scheme and Dominance Change Mechanism for Non-Stationary Function Optimization. ICGA 1995: 159-166 - Edmund M. A. Ronald:
When Selection Meets Seduction. ICGA 1995: 167-173 - James M. Varanelli, James P. Cohoon:
Population-Oriented Simulated Annealing: A Genetic/Thermodynamic Hybrid Approach to Optimization. ICGA 1995: 174-183
Formal Analysis of Evolutionary Computation and Problem Difficulty
- Terry Jones, Stephanie Forrest:
Fitness Distance Correlation as a Measure of Problem Difficulty for Genetic Algorithms. ICGA 1995: 184-192 - Hillol Kargupta:
Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms. ICGA 1995: 193-200 - Joost N. Kok, Patrik Floréen:
Tracing the Behavior of Genetic Algorithms Using Expected Values of Bit and Walsh Products. ICGA 1995: 201-208 - Anil Menon, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka:
Optimization Using Replicators. ICGA 1995: 209-216 - Colin R. Reeves, Christine C. Wright:
Epistasis in Genetic Algorithms: An Experimental Design Perspective. ICGA 1995: 217-224 - Stefan Voget:
Epistasis in Periodic Programs. ICGA 1995: 225-230 - L. Darrell Whitley, Keith E. Mathias, Larry D. Pyeatt:
Hyperplane Ranking in Simple Genetic Algorithms. ICGA 1995: 231-238 - L. Darrell Whitley, Keith E. Mathias, Soraya B. Rana, John Dzubera:
Building Better Test Functions. ICGA 1995: 239-247
Genetic Programming
- David Andre:
The Evolution of Agents that Build Mental Models and Create Simple Plans Using Genetic Programming. ICGA 1995: 248-255 - Justinian P. Rosca, Dana H. Ballard:
Causality in Genetic Programming. ICGA 1995: 256-263 - Bertrand Daniel Dunay, Frederick E. Petry:
Solving Complex Problems with Genetic Algorithms. ICGA 1995: 264-270 - Thomas Haynes, Roger L. Wainwright, Sandip Sen, Dale A. Schoenefeld:
Strongly Typed Genetic Programming in Evolving Cooperation Strategies. ICGA 1995: 271-278 - Hitoshi Iba, Taisuke Sato, Hugo de Garis:
Temporal Data Processing Using Genetic Programming. ICGA 1995: 279-286 - John R. Koza:
Two Ways of Discovering the Size and Shape of a Computer Program to Solve a Problem. ICGA 1995: 287-294 - William B. Langdon:
Evolving Data Structures with Genetic Programming. ICGA 1995: 295-302 - Nicholas Freitag McPhee, Justin Darwin Miller:
Accurate Replication in Genetic Programming. ICGA 1995: 303-309 - Peter Nordin, Wolfgang Banzhaf:
Complexity Compression and Evolution. ICGA 1995: 310-317 - Peter Nordin, Wolfgang Banzhaf:
Evolving Turing-Complete Programs for a Register Machine with Self-modifying Code. ICGA 1995: 318-327
Co-Evolution and Emergent Organization
- Jason M. Daida, Steven J. Ross, Brian C. Hannan:
Biological Symbiosis as a Metaphor for Computational Hybridization. ICGA 1995: 328-335 - Rajarshi Das, James P. Crutchfield, Melanie Mitchell, James E. Hanson:
Evolving Globally Synchronized Cellular Automata. ICGA 1995: 336-343 - Ron R. Hightower, Stephanie Forrest, Alan S. Perelson:
The Evolution of Emergent Organization in Immune System Gene Libraries. ICGA 1995: 344-350 - Hugues Juillé:
Evolution of Non-Deterministic Incremental Algorithms as a New Approach for Search in State Spaces. ICGA 1995: 351-358 - Jan Paredis:
The Symbiotic Evolution of Solutions and Their Representations. ICGA 1995: 359-365 - Mitchell A. Potter, Kenneth A. De Jong, John J. Grefenstette:
A Coevolutionary Approach to Learning Sequential Decision Rules. ICGA 1995: 366-372 - Christopher D. Rosin, Richard K. Belew:
Methods for Competitive Co-Evolution: Finding Opponents Worth Beating. ICGA 1995: 373-381
Evolutionary Computation in Combination with Machine Learnung or Neural Nets
- Larry Bull, Terence C. Fogarty, M. Snaith:
Evolution in Multi-agent Systems: Evolving Communicating Classifier Systems for Gait in a Quadrupedal Robot. ICGA 1995: 382-388 - Brian Carse, Terence C. Fogarty, Alistair Munro:
Adaptive Distributed Routing Using Evolutionary Fuzzy Control. ICGA 1995: 389-396 - Philippe Collard, Cathy Escazut:
Relational Schemata: A Way to Improve the Expressiveness of Classifiers. ICGA 1995: 397-404 - Lawrence Davis, David Orvosh:
The Mating Pool: A Testbed for Experiments in the Evolution of Symbol Systems. ICGA 1995: 405-412 - Akira Imada, Keijiro Araki:
Genetic Algorithm Enlarges the Capacity of Associative Memory. ICGA 1995: 413-420 - Cezary Z. Janikow:
A Genetic Algorithm for Optimizing Fuzzy Decision Trees. ICGA 1995: 421-428 - Leslie Knight, Sandip Sen:
PLEASE: A Prototype Learning System Using Genetic Algorithms. ICGA 1995: 429-435 - Filippo Neri, Attilio Giordana:
A Parallel Genetic Algorithm for Concept Learning. ICGA 1995: 436-443 - Steve G. Romaniuk:
Evolutionary Grown Semi-Weighted Neural Networks. ICGA 1995: 444-451 - John W. Sheppard, Steven Salzberg:
Combining Genetic Algorithms with Memory Based Reasoning. ICGA 1995: 452-459 - L. Darrell Whitley, Frédéric Gruau, Larry D. Pyeatt:
Cellular Encoding Applied to Neurocontrol. ICGA 1995: 460-469
Evolutionary Computation Applications I
- Faris N. Abuali, Roger L. Wainwright, Dale A. Schoenefeld:
Determinant Factorization: A New Encoding Scheme for Spanning Trees Applied to the Probabilistic Minimum Spanning Tree Problem. ICGA 1995: 470-477 - Thang Nguyen Bui, Paul H. Eppley:
A Hybrid Genetic Algorithm for the Maximum Clique Problem. ICGA 1995: 478-484 - Henrik Esbensen:
Finding (Near-)Optimal Steiner Trees in Large Graphs. ICGA 1995: 485-491 - Emanuel Falkenauer:
Solving Equal Piles with the Grouping Genetic Algorithm. ICGA 1995: 492-497 - Kazuhiro Kado, Peter Ross, David Corne:
A Study of Genetic Algorithm Hybrids for Facility Layout Problems. ICGA 1995: 498-505 - Shigenobu Kobayashi, Isao Ono, Masayuki Yamamura:
An Efficient Genetic Algorithm for Job Shop Scheduling Problems. ICGA 1995: 506-511 - Kihong Park:
A Comparative Study of Genetic Search. ICGA 1995: 512-519 - Markus Schwehm, Alexander Ost:
Inference of Stochastic Regular Grammars by Massively Parallel Genetic Algorithms. ICGA 1995: 520-527 - Stephen W. Soliday, Abdollah Homaifar, Gary L. Lebby:
Genetic Algorithm Approach to the Search for Golomb Rulers. ICGA 1995: 528-535 - Sam R. Thangiah:
An Adaptive Clustering Method Using a Geometric Shape for Vehicle Routing Problems with Time Windows. ICGA 1995: 536-545
Evolutionary Computation Applications II
- Kelly D. Crawford, Roger L. Wainwright:
Applying Genetic Algorithms to Outlier Detection. ICGA 1995: 546-550 - Aristides T. Hatjimihail, Theophanes T. Hatjimihail:
Design of Statistical Quality Control Procedures Using Genetic Algorithms. ICGA 1995: 551-557 - Rodolphe Le Riche, Catherine Knopf-Lenoir, Raphael T. Haftka:
A Segregated Genetic Algorithm for Constrained Structural Optimization. ICGA 1995: 558-565 - Wee Keong Ng, Chinya V. Ravishankar:
A Preliminary Study of Genetic Data Compression. ICGA 1995: 566-573 - Arnold L. Patton, William F. Punch III, Erik D. Goodman:
A Standard GA Approach to Native Protein Conformation Prediction. ICGA 1995: 574-581 - Chrisila C. Pettey, Thomas D. Wagner, Lawrence W. Dowdy:
Using GAs to Characterize Workloads. ICGA 1995: 582-588 - David Rogers:
Development of the Genetic Function Approximation Algorithm. ICGA 1995: 589-596 - Timothy J. Stanley, Trevor N. Mudge:
A Parallel Genetic Algorithm for Multiobjective Microprocessor Design. ICGA 1995: 597-604 - Edmund K. Burke, Dave Elliman, Rupert F. Weare:
A Hybrid Genetic Algorithm for Highly Constrained Timetabling Problems. ICGA 1995: 605-610 - Cees H. M. van Kemenade, C. F. W. Hendriks, Henk Hesselink, Joost N. Kok:
Evolutionary Computation in Air Traffic Control Planning. ICGA 1995: 611-616 - Terence C. Fogarty, Frank Vavak, Phillip Cheng:
Use of the Genetic Algorithm for Load Balancing of Sugar Beet Presses. ICGA 1995: 617-624
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