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5th ICGA 1993: Urbana-Champaign, IL, USA
- Stephanie Forrest:
Proceedings of the 5th International Conference on Genetic Algorithms, Urbana-Champaign, IL, USA, June 1993. Morgan Kaufmann 1993, ISBN 1-55860-299-2 [contents]
Representation and Genetic Operators
- Thomas Bäck:
Optimal Mutation Rates in Genetic Search. ICGA 1993: 2-8 - Larry J. Eshelman, J. David Schaffer:
Crossover's Niche. ICGA 1993: 9-14 - Inman Harvey:
The Puzzle of the Persistent Question Marks : A Case Study of Genetic Drift. ICGA 1993: 15-22 - Nicholas J. Radcliffe, Felicity A. W. George:
A Study in Set Recombination. ICGA 1993: 23-30 - David M. Tate, Alice E. Smith:
Expected Allele Coverage and the Role of Mutation in Genetic Algorithms. ICGA 1993: 31-37 - Dirk Thierens, David E. Goldberg:
Mixing in Genetic Algorithms. ICGA 1993: 38-47
Genetic Algorithm Techniques and Behavior
- Akiko N. Aizawa, Benjamin W. Wah:
Dynamic Control of Genetic Algorithms in a Noisy Environment. ICGA 1993: 48-55 - David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik:
RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms. ICGA 1993: 56-64 - Ting Kuo, Shu-Yuen Hwang:
A Genetic Algorithm with Disruptive Selection. ICGA 1993: 65-69 - Terry Jones, Gregory J. E. Rawlins:
Reverse HillclimbingGenetic Algorithms and the Busy Beaver Problem. ICGA 1993: 70-75 - Michael A. Lee, Hideyuki Takagi:
Dynamic Control of Genetic Algorithms Using Fuzzy Logic Techniques. ICGA 1993: 76-83 - Connie Loggia Ramsey, John J. Grefenstette:
Case-Based Initialization of Genetic Algorithms. ICGA 1993: 84-91 - Colin R. Reeves:
Using Genetic Algorithms with Small Populations. ICGA 1993: 92-99 - Xiaodong Yin, Noël Germay:
Improving Genetic Algorithms with Sharing through Cluster Analysis. ICGA 1993: 100-101
Mathematical Analysis of Genetic Algorithms
- Thang Nguyen Bui, Byung Ro Moon:
Hyperplane Synthesis for Genetic Algorithms. ICGA 1993: 102-109 - Jeffrey Horn:
Finite Markov Chain Analysis of Genetic Algorithms with Niching. ICGA 1993: 110-117 - Sushil J. Louis, Gregory J. E. Rawlins:
Pareto OptimalityGA-Easiness and Deception (Extended Abstract). ICGA 1993: 118-123 - Michael de la Maza, Bruce Tidor:
An Analysis of Selection Procedures with Particular Attention Paid to Proportional and Boltzmann Selection. ICGA 1993: 124-131 - Xiaofeng Qi, Francesco Palmieri:
The Diversification Role of Crossover in the Genetic Algorithms. ICGA 1993: 132-137 - M. Srinivas, Lalit M. Patnaik:
Binomially Distributed Populations for Modelling GAs. ICGA 1993: 138-145 - Joe Suzuki:
A Markov Chain Analysis on A Genetic Algorithm. ICGA 1993: 146-154
Parallel Genetic Algorithms
- Shumeet Baluja:
Structure and Performance of Fine-Grain Parallelism in Genetic Search. ICGA 1993: 155-162 - Rong-Jaye Chen, Robert R. Meyer, Jonathan Yackel:
A Genetic Algorithm for Diversity Minimization and Its Parallel Implementation. ICGA 1993: 163-170 - Yuval Davidor, Takeshi Yamada, Ryohei Nakano:
The ECOlogical Framework II : Improving GA Performance At Virtually Zero Cost. ICGA 1993: 171-176 - V. Scott Gordon, L. Darrell Whitley:
Serial and Parallel Genetic Algorithms as Function Optimizers. ICGA 1993: 177-183 - Tsutomu Maruyama, Tetsuya Hirose, Akihiko Konagaya:
A Fine-Grained Parallel Genetic Algorithm for Distributed Parallel Systems. ICGA 1993: 184-190 - Laurence D. Merkle, Gary B. Lamont:
Comparison of Parallel Messy Genetic Algorithm Data Distribution Strategies. ICGA 1993: 191-198 - Ron Shonkwiler:
Parallel Genetic Algorithms. ICGA 1993: 199-205 - Shigeyoshi Tsutsui, Yoshiji Fujimoto:
Forking Genetic Algorithm with Blocking and Shrinking Modes (fGA). ICGA 1993: 206-215
Classifier Systems and Other Rule-Based Approaches
- Jim Oliver:
Discovering Individual Decision Rules : An Application of Genetic Algorithms. ICGA 1993: 216-222 - Alexandre Parodi, Pierre Bonelli:
A New Approach to Fuzzy Classifier Systems. ICGA 1993: 223-230 - Gary Roberts:
Dynamic Planning for Classifier Systems. ICGA 1993: 231-237 - Kirk Twardowski:
Credit Assignment for Pole Balancing with Learning Classifier Systems. ICGA 1993: 238-245 - Derek F. Yates, Andrew Fairley:
An Investigation into Possible Causes of and Solutions to Rule Strength Distortion Due to the Bucket Brigade Algorithm. ICGA 1993: 246-253 - Raed Abu Zitar, Mohamad H. Hassoun:
Regulator Control via Genetic Search Assisted Reinforcement. ICGA 1993: 254-263
Genetic Programming
- Peter J. Angeline, Jordan B. Pollack:
Competitive Environments Evolve Better Solutions for Complex Tasks. ICGA 1993: 264-270 - Simon Handley:
Automated Learning of a Detector for alpha-Helices in Protein Sequences via Genetic Programming. ICGA 1993: 271-278 - Hitoshi Iba, Takio Kurita, Hugo de Garis, Taisuke Sato:
System Identification using Structured Genetic Algorithms. ICGA 1993: 279-286 - Kenneth E. Kinnear Jr.:
Generality and Difficulty in Genetic Programming: Evolving a Sort. ICGA 1993: 287-294 - John R. Koza:
Simultaneous Discovery of Reusable Detectors and Subroutines Using Genetic Programming. ICGA 1993: 295-302 - Walter Alden Tackett:
Genetic Programming for Feature Discovery and Image Discrimination. ICGA 1993: 303-311
Genetic Algorithms and Neural Networks
- David S. Feldman:
Fuzzy Network Synthesis with Genetic Algorithms. ICGA 1993: 312-317 - Frédéric Gruau:
Genetic Synthesis of Modular Neural Networks. ICGA 1993: 318-325 - Daniel Polani, Thomas Uthmann:
Training Kohonen Feature Maps in Different Topologies: An Analysis Using Genetic Algorithms. ICGA 1993: 326-333 - Steve G. Romaniuk:
Evolutionary Growth Perceptrons. ICGA 1993: 334-341 - Byoung-Tak Zhang, Heinz Mühlenbein:
Genetic Programming of Minimal Neural Nets Using Occam's Razor. ICGA 1993: 342-351
Applications of Genetic Algorithms to Scheduling Problems
- Ralf Bruns:
Direct Chromosome Representation and Advanced Genetic Operators for Production Scheduling. ICGA 1993: 352-359 - Fred F. Easton, Nashat Mansour:
A Distributed Genetic Algorithm for Employee Staffing and Scheduling Problems. ICGA 1993: 360-367 - Michelle D. Kidwell:
Using Genetic Algorithms to Schedule Distributed Tasks on a Bus-Based System. ICGA 1993: 368-374 - Hsiao-Lan Fang, Peter Ross, David Corne:
A Promising Genetic Algorithm Approach to Job-Shop SchedulingRe-Schedulingand Open-Shop Scheduling Problems. ICGA 1993: 375-382 - In Lee, Riyaz Sikora, Michael J. Shaw:
Joint Lot Sizing and Sequencing with Genetic Algorithms for Scheduling: Evolving the Chromosome Structure. ICGA 1993: 383-391
Applications of Genetic Algorithms to Design Problems
- Erik R. Altman, Vinod K. Agarwal, Guang R. Gao:
A Novel Methodology Using Genetic Algorithms for the Design of Caches and Cache Replacement Policy. ICGA 1993: 392-399 - David Beasley, David R. Bull, Ralph R. Martin:
Reducing Epistasis in Combinatorial Problems by Expansive Coding. ICGA 1993: 400-407 - Lawrence Davis, David Orvosh, Louis Anthony Cox Jr., Yuping Qiu:
A Genetic Algorithm for Survivable Network Design. ICGA 1993: 408-415 - Carlos M. Fonseca, Peter J. Fleming:
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization. ICGA 1993: 416-423 - David J. Powell, Michael M. Skolnick:
Using Genetic Algorithms in Engineering Design Optimization with Non-Linear Constraints. ICGA 1993: 424-431 - Raul San Martin, John P. Knight:
Genetic Algorithms for the Optimization of Integrated Circuits Synthesis. ICGA 1993: 432-438 - J. David Schaffer, Larry J. Eshelman:
Designing Multiplierless Digital Filters Using Genetic Algorithms. ICGA 1993: 439-444 - Hirokazu Watabe, Norio Okino:
A Study on Genetic Shape Design. ICGA 1993: 445-451
Applications of Genetic Algorithms to Combinatorial Optimization
- Joe L. Blanton Jr., Roger L. Wainwright:
Multiple Vehicle Routing with Time and Capacity Constraints Using Genetic Algorithms. ICGA 1993: 452-459 - Abdollah Homaifar, Shanguchuan Guan, Gunar E. Liepins:
A New Approach on the Traveling Salesman Problem by Genetic Algorithms. ICGA 1993: 460-466 - Kate Juliff:
A Multi-chromosome Genetic Algorithm for Pallet Loading. ICGA 1993: 467-473 - Bryant A. Julstrom:
A Genetic Algorithm for the Rectilinear Steiner Problem. ICGA 1993: 474-480 - David M. Levine:
A Genetic Algorithm for the Set Partitioning Problem. ICGA 1993: 481-487 - Toshinori Munakata, David J. Hashier:
A Genetic Algorithm Applied to the Maximum Flow Problem. ICGA 1993: 488-493 - Adel Torkaman Rahmani, Norihiko Ono:
A Genetic Algorithm for Channel Routing Problem. ICGA 1993: 494-498 - Alice E. Smith, David M. Tate:
Genetic Optimization Using A Penalty Function. ICGA 1993: 499-505 - Sam R. Thangiah, Rajini Vinayagamoorty, Ananda V. Gubbi:
Vehicle Routing and Time Deadlines Using Genetic and Local Algorithms. ICGA 1993: 506-515
Other Applications of Genetic Algorithms
- Jerzy W. Bala, Harry Wechsler:
Learning to Detect Targets Using Scale-Space and Genetic Search. ICGA 1993: 516-522 - Helen G. Cobb, John J. Grefenstette:
Genetic Algorithms for Tracking Changing Environments. ICGA 1993: 523-530 - Stuart J. Flockton, Michael S. White:
Pole-zero system Identification Using Genetic Algorithms. ICGA 1993: 531-535 - Hiroshi Furuya, Raphael T. Haftka:
Genetic Algorithms for Placing Actuators on Space Structures. ICGA 1993: 536-542 - H. Altay Güvenir, Izzet Sirin:
A Genetic Algorithm for Classification by Feature Partitioning. ICGA 1993: 543-548 - Mauro Manela, Nina F. Thornhill, John A. Campbell:
Fitting Spline Functions to Noisy Data Using a Genetic Algorithm. ICGA 1993: 549-556 - William F. Punch III, Erik D. Goodman, Min Pei, Lai Chia-Shun, Paul D. Hovland, Richard J. Enbody:
Further Research on Feature Selection and Classification Using Genetic Algorithms. ICGA 1993: 557-564 - Man-tak Shing, Gary B. Parker:
Genetic Algorithms for the Development of Real-Time Multi-Heuristic Search Strategies. ICGA 1993: 565-572 - Marc Schoenauer, Spyros Xanthakis:
Constrained GA Optimization. ICGA 1993: 573-580 - Ron Unger, John Moult:
Genetic Algorithm for 3D Protein Folding Simulations. ICGA 1993: 581-588 - Willfried Wienholt:
A Refined Genetic Algorithm for Parameter Optimization Problems. ICGA 1993: 589-596 - Gareth Jones, Robert D. Brown, David E. Clark, Peter Willett, Robert C. Glen:
Searching Databases of Two-Dimensional and Three-Dimensional Chemical Structures Using Genetic Algorithms. ICGA 1993: 597-602 - Jing-Jye Yang, Robert R. Korfhage:
Query Optimization in Information Retrieval Using Genetic Algorithms. ICGA 1993: 603-613
Reviews of Genetic Algorithms
- I. L. Bukatova, Yuri V. Gulyaev:
From Genetic Algorithms to Evolutionary Computer. ICGA 1993: 614-617 - Kenneth A. De Jong, William M. Spears:
On the State of Evolutionary Computation. ICGA 1993: 618-625
One-Page Summaries
- Fabrizio Baiardi, D. Ciuffolini, Anna Lomartire, Daniele Montanari, Gianfranco Pesce:
Nested Hybrid Genetic Algorithms for System Configuration and Program Mapping in Massively Parallel Systems. ICGA 1993: 626 - Ellie Baker:
Evolving Line Drawings. ICGA 1993: 627 - Wolfgang Banzhaf:
Genetic Programming for Pedestrians. ICGA 1993: 628 - Richard K. Belew, Thomas E. Kammeyer:
Evolving Aesthetic Sorting Networks Using Developmental Grammars. ICGA 1993: 629 - Susan E. Carlson, Ronald Shonkwiler, Michael Ingrim:
A Comparative Evaluation of Search Methods Applied to Catalog Selection. ICGA 1993: 630 - Hugh M. Cartwright, Stephen P. Harris:
The Application of the Genetic Algorithm to Two-Dimensional Strings: The Source Apportionment Problem. ICGA 1993: 631 - Joseph C. Culberson:
Crossover versus Mutation: Fueling the Debate: TGA versus GIGA. ICGA 1993: 632 - Mehdi Elketroussi, David Fan:
GADELO: A Multi-Population Genetic Algorithm Based on Dynamic Exploration of Local Optima. ICGA 1993: 633 - Terence C. Fogarty:
ReproductionRankingReplacement and Noisy Evaluations: Experimental Results. ICGA 1993: 634 - Takeshi Furuhashi, Ken Nakaoka, Koji Morikawa, Yoshiki Uchikawa:
Controlling Excessive Fuzziness in a Fuzzy Classifier System. ICGA 1993: 635 - Inman Harvey, Phil Husbands, Dave Cliff:
Genetic Convergence in a Species of Evolved Robot Control Architectures. ICGA 1993: 636 - D. Brynn Hibbert:
Display of Chemical Structures in Two Dimensions and the Evolution of Molecular Recognition. ICGA 1993: 637 - Takashi Iwamoto, Wolfgang Banzhaf, Kazuo Kyuma:
Topological Aspects of Genetic Algorithms. ICGA 1993: 638 - Jenny Juliany, Michael D. Vose:
The Genetic Algorithm Fractal. ICGA 1993: 639 - Hillol Kargupta:
Information Transmission in Genetic Algorithm and Shannon's Second Theorem. ICGA 1993: 640 - Takashi Kido, Hiroaki Kitano, Masakuzo Nakanishi:
A Hybrid Search for Genetic Algorithms: Combining Genetic AlgorithmsTABU Searchand Simulated Annealing. ICGA 1993: 641 - Luis R. Lopez:
Inverse Relationship Between Complexity and Probability of Full Deception in Trap Functions. ICGA 1993: 642 - Samir W. Mahfoud:
Simple Analytical Models of Genetic Algorithms for Multimodal Function Optimization. ICGA 1993: 643 - Vittorio Maniezzo:
Granularity Evolution. ICGA 1993: 644 - András Márkus:
Dual Insights into Genetic Algorithms. ICGA 1993: 645 - Matthias Mayer, Fikret Erçal:
Genetic Algorithms for Vertex Splitting in DAGs. ICGA 1993: 646 - Melanie Mitchell, John H. Holland:
When Will a Genetic Algorithm Outperform Hill Climbing? ICGA 1993: 647 - Heinz Mühlenbein, Dirk Schlierkamp-Voosen:
Optimal Interaction of Mutation and Crossover in the Breeder Genetic Algorithm. ICGA 1993: 648 - Masaharu Munetomo, Yoshiaki Takai, Yoshiharu Sato:
An Efficient Migration Scheme for Subpopulation-Based Asynchronously Parallel Genetic Algorithms. ICGA 1993: 649 - David Orvosh, Lawrence Davis:
Shall We Repair? Genetic AlgorithmsCombinatorial Optimizationand Feasibility Constraints. ICGA 1993: 650 - Kihong Park:
A Lower-Bound Result on the Power of Genetic Algorithms. ICGA 1993: 651 - Sandip Sen:
Improving Classification Accuracy through Performance History. ICGA 1993: 652 - Robert E. Smith:
Adaptively Resizing Populations: An Algorithm and Analysis. ICGA 1993: 653 - Graham F. Spencer:
Automatic Generation of Programs for Crawling and Walking. ICGA 1993: 654 - Chuen-Tsai Sun, Jyh-Shing Roger Jang:
Using Genetic Algorithms in Structuring a Fuzzy Rulebase. ICGA 1993: 655 - Yoshiaki Tanaka, Akio Ishiguro, Yoshiki Uchikawa:
A Genetic Algorithms' Application to Inverse Problems in Electromagnetics. ICGA 1993: 656 - Hans-Michael Voigt, Joachim Born, Ivan Santibáñez-Koref:
Multivalued Evolutionary Algorithms. ICGA 1993: 657 - L. Darrell Whitley:
Cellular Genetic Algorithms. ICGA 1993: 658 - Masayuki Yanagiya:
A Simple Mutation-Dependent Genetic Algorithm. ICGA 1993: 659 - Bernard P. Zeigler, Jinwoo Kim:
Asynchronous Genetic Algorithms on Parallel Computers. ICGA 1993: 660
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