Proceedings of the fourth International Conference on Genetic Algorithms: University of California, San Diego, July 13 - 16, 1991
Gespeichert in:
| Körperschaft: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
San Mateo, Calif.
Morgan Kaufmann
1991
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XV, 576 S. Ill., graph. Darst. |
| ISBN: | 1558602089 |
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| 245 | 1 | 0 | |a Proceedings of the fourth International Conference on Genetic Algorithms |b University of California, San Diego, July 13 - 16, 1991 |c eds.: Richard K. Belew ... |
| 246 | 1 | 3 | |a Genetic algorithms |
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Datensatz im Suchindex
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| adam_text |
CONTENTS
Preface
.xi
ICGA-91 Conference Organization
.xiii
Acknowledgments
.xiv
Invited Speakers
.xv
REPRESENTATION AND GENETIC OPERATORS
A Survey of Evolution Strategies
Thomas
Bäck,
Frank
Hoffmeister,
and Hans-Paul
Schwefel.2
Exploring Problem-Specific Recombination Operators for Job Shop Scheduling
Sugato Bagchi,
Serdar Uckun,
Yutaka Miyabe, and Kazuhiko Kawamura
. 10
Bit-Climbing, Representational Bias, and Test Suite Design
Lawrence Davis
. 18
Don't Worry, Be Messy
David E. Goldberg, Kalyanmoy Deb, and Bradley
Korb.24
An Experimental Comparison of Binary and Floating Point Representations
in Genetic Algorithms
Cezary Z. Janikow
and
Zbigniew Michalewicz
.31
Evolving a Computer Program to Generate Random Numbers Using the Genetic
Programming Paradigm
John
R. Koza
. 37
Intelligent Structural Operators for the k-way Graph Partitioning Problem
Gregor von Laszewski. 45
Designer Genetic Algorithms: Genetic Algorithms in Structure Design
Sushil
].
Louis and Gregory J.E. Rawlins
. 53
On Crossover as an Evolutionarily Viable Strategy
/.
David
Schaffer
and Larry J. Eshelman
. 61
A Comparison of Genetic Sequencing Operators
T. Starkweather, S. McDaniel, K.
Mathias,
D.
Whitley, and
С
Whitley
.69
Delta Coding: An Iterative Search Strategy for Genetic Algorithms
D. Whitley, K.
Mathias,
and P. Fitzhorn
. 77
GA-Easy Does Not Imply Steepest-Ascent Optimizable
Stewart W. Wilson
. 85
GENETIC ALGORITHM TECHNIQUES AND BEHAVIOR
Extended Selection Mechanisms in Genetic Algorithms
Thomas
Bäck
and Frank
Hoffmeister. 92
Initialization, Mutation and Selection Methods in Genetic Algorithms
for Function Optimization
Mark F. Bramlette
. 100
vi ICGA-SH
CONTENTS
Looking Around: Using Clues from the Data Space to Guide Genetic
Algorithm Searches
Hugh M. Caitwiight and Gregory F.
Mott
.
Preventing Premature Convergence in Genetic Algorithms by Preventing Incest
Larry J. Eshelman and J. David
Schaffer .
H5
Inserting
Introns
Improves Genetic Algorithm Success Rate: Taking a Cue
from Biology
James R. Levenick
.
Adaptation on Rugged Landscapes Generated by Iterated Local Interactions
of Neighboring Genes
Marc Lipsitch
. 128
Adaptation in Constant Utility Non-Stationary Environments
Michael L. Littman and David H. Ackley
. 136
The Genetic Algorithm and the Structure of the Fitness Landscape
Bernard Manderick, Mark
de Weger,
and
Piet Spiessens
. 143
Handling Constraints in Genetic Algorithms
Zbigniew
Michalewicz and
Cezary Z. Janikow
. 151
Adapting the Evaluation Space to Improve Global Learning
Alan
С
Schnitz. 158
FORMAL ANALYSIS OF GENETIC ALGORITHMS
The Only Challenging Problems are Deceptive: Global Search by Solving
Order-
1 Hyperplanes
Rajarshi Das and Darrell Whitley
. 166
A Simulated Annealing Like Convergence Theory for the Simple
Genetic Algorithm
Thomas E. Davis and Jose
С
Principe
. 174
The Performance of Genetic Algorithms on Walsh Polynomials:
Some Anomalous Results and Their Explanation
Stephanie Forrest and
Melanie
Mitchell
. 182
Optimizing an Arbitrary Function is Hard for the Genetic Algorithm
William E. Hart and Richard K. Belew
. 190
Analysis and Design of a General GA Deceptive Problem
Abdullah
Homaifar, Xiaoyun Qi, and John
Fost
. 196
Analysis of Schema Distributions
Martin Hulin
. 204
Partition Coefficients, Static Deception and Deceptive Problems
for Non-Binary Alphabets
Andrew J. Mason
.
210
An Analysis of a Simple Genetic Algorithm
Yuri Rabinovich and
Avi
Wigderson
. 215
CONTENTS
vii
Forma
Analysis
and Random Respectful Recombination
Nicholas J. Radcliffe
.222
On the Virtues of Parameterized Uniform Crossover
William M. Spears and Kenneth
A. De
Jong
.230
Schema Disruption
Michael D.
Vose
and Gunar E. Liepins
.237
PARALLEL GENETIC ALGORITHMS
A Multi-Population Genetic Algorithm for Solving the K-Partition Problem
on Hyper-Cubes
J.P. Cohoon, W.N. Martin, and
D.S.
Richards
.244
Selection in Massively Parallel Genetic Algorithms
Robert J. Collins and David R. Jefferson
.249
A Naturally Occurring Niche
δι
Species Phenomenon: The Model and First Results
Yuval Davidor
.257
Simulated Co-Evolution as the Mechanism for Emergent Planning and Scheduling
Philip Husbands and Frank Mill
.264
The Parallel Genetic Algorithm as Function Optimizer
H.
Mühlenbein,
M.
Schomisch, and J. Born
. 271
A Massively Parallel Genetic Algorithm: Implementation and First Analysis
Piet Spiessens
and Bernard Manderick
.279
CLASSIFIER SYSTEMS AND OTHER RULE-BASED APPROACHES
An Efficient Classifier System and Its Experimental Comparison with Two
Representative Learning Methods on Three Medical Domains
Pierre Bonelli and
Alexandre
Parodi .
288
Alecsys: A Parallel Laboratory for Learning Classifier Systems
Marco Dorigo and Enrico Sirtori
. 296
Lamarckian Learning in Multi-Agent Environments
John J. Grefenstette
.303
GA-1: A Parallel Associative Memory Processor for Rule Learning
with Genetic Algorithms
Hiroaki Kitano, Stephen F. Smith, and Tetsuya Higuchi
. 311
Classifier System Learning of Boolean Concepts
Gunar E. Liepins and Lori A. Wang
. 318
Modeling Simple Human Category Learning with a Classifier System
Rick L. Riolo
.324
Application of a Genetic Classifier for Patient Triage
Tod A. Sedbrook, Haviland Wright, and Richard Wright
.334
HCS: Adding Hierarchies to Classifier Systems
Lingyan Shu and Jonathan Schaeffer
.339
viii ICGA-SU
CONTENTS
The Fuzzy Classifier System: A Classifier System for Continuously
Varying Variables
Manuel Valenzuela-
Rendon
.346
Redundant Classifiers and Prokaryote Genomes
Т.Н.
Westerdale
. 354
GENETIC ALGORITHMS IN HYBRID METHODS
Self-Optimizing Image Segmentation System Using a Genetic Algorithm
Bir
Bhanu, Sungkee Lee, and John Ming
.362
System Identification with Evolving Polynomial Networks
Hillol Kargupta and R.E. Smith
.370
Hybridizing the Genetic Algorithm and the
К
Nearest Neighbors
Classification Algorithm
James D. Kelly, Jr. and Lawrence Davis
. 377
G/SPLINES: A Hybrid of Friedman's Multivariate Adaptive Regression Splines
(MARS) Algorithm with Holland's Genetic Algorithm
David Rogers
. 384
Genetic Algorithms in Asynchronous Teams
Pedro S.
de Souza
and Sarosh
N.
Talukdar
.392
GENETIC ALGORITHM APPLICATIONS
A Genetic Algorithm for Database Query Optimization
Kristin Bennett, Michael C. Ferris, and Yannis E. Ioannidis
.400
Genetic Algorithm for Clustering with an Ordered Representation
Jay
N.
Bhuyan, Vijay V. Raghavan, and Venkatesh K. Elayavalli
.408
Tracking a Criminal Suspect Through "Face-Space" with a Genetic Algorithm
Craig Caldwell and Victor S. Johnston
.416
Using a Genetic Algorithm to Design Binary Phase-Only Filters for Pattern
Recognition
David L. Calloway
.422
A System for Learning Routes and Schedules with Genetic Algorithms
Paula S.
Gabbert,
Donald E. Brown, Christopher L. Huntley,
Bernard P. Markowicz, and David E. Sappington
.
430
Genetic Algorithms and Computer-
Assis
ted Music Composition
Andrew Homer and David E. Goldberg
.
43y
Solving Partitioning Problems with Genetic Algorithms
Donald R. Jones and Mark A. Beltramo
.442
Design of an Adaptive Fuzzy Logic Controller Using a Genetic Algorithm
Charles L.
Karr . ^0
A Parallel Genetic Algorithm for Network-Diagram Layout
Corey Kosak, Joe Marks, and Stuart Shieber
. 45g
ICGA-Sil CONTENTS ix
A Hybrid Genetic Algorithm for Task Allocation in Multicomputers
Nashat Mansoui and Geoffrey C. Fox
. 466
Conventional Genetic Algorithm for Job Shop Problems
Ryohei
Nakano
and Takeshi Yamada
.474
Genetic Algorithms and Their Potential for Use in Process Control: A Case Study
Jean-Pierre Nordvik and Jean-Michel Renders
.480
A Genetic Algorithm for Primitive Extraction
Gerhard Roth and Martin D.
Levine
.487
Genetic Algorithms for the 1-D Fractal Inverse Problem
R. Shonkwiler, F. Mendivil, and
A. Deliu
.495
The Application of Genetic Algorithms to Resource Scheduling
Gilbert Syswerda and Jeff Palmucci
. 502
Fuzzy Logic Synthesis with Genetic Algorithms
Philip Thrift
. 509
Context Free Grammar Induction Using Genetic Algorithms
Peter Wyard
. 524
CONNECTIONISM AND ARTIFICIAL LIFE
The Immune Recruitment Mechanism: A Selective Evolutionary Strategy
Hugues
Bersini and Francisco J.
Varela
. 520
Is It Alive or Is It GA?
Thomas S. Ray
. 527
Designing Biomorphs with an Interactive Genetic Algorithm
Joshua R. Smith
. 535
An Approach to the Analysis of the Basins of the Associative Memory Model
Using Genetic Algorithms
Keiji Suzuki and Yukinori Kakazu
. 539
On the Sympatric Origin of Species: Mercurial Mating in the Quicksilver Model
Peter M. Todd and Geoffrey F. Miller
. 547
Temporal Processing with Recurrent Networks: An Evolutionary Approach
Jan Torréele
. 555
Genetic Reinforcement Learning with Multilayer Neural Networks
Darrell Whitley, Stephen Dominic, and Rajarshi Das
. 562
ISGA Classification Index
. 571
Key Word Index
. 573
Author Index
. 576 |
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| genre_facet | Konferenzschrift 1991 San Diego Calif. |
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| illustrated | Illustrated |
| indexdate | 2025-01-10T13:19:06Z |
| institution | BVB |
| institution_GND | (DE-588)5071982-8 |
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| spelling | International Conference on Genetic Algorithms 4 1991 San Diego, Calif. Verfasser (DE-588)5071982-8 aut Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 eds.: Richard K. Belew ... Genetic algorithms San Mateo, Calif. Morgan Kaufmann 1991 XV, 576 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Algorithms Congresses Combinatorial optimization Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Genetischer Algorithmus (DE-588)4265092-6 gnd rswk-swf Algorithmus (DE-588)4001183-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1991 San Diego Calif. gnd-content Genetischer Algorithmus (DE-588)4265092-6 s Künstliche Intelligenz (DE-588)4033447-8 s DE-604 Algorithmus (DE-588)4001183-5 s 1\p DE-604 Belew, Richard K. Sonstige (DE-588)141866314 oth Digitalisierung TU Muenchen application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=004627705&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 Algorithms Congresses Combinatorial optimization Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd Genetischer Algorithmus (DE-588)4265092-6 gnd Algorithmus (DE-588)4001183-5 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4265092-6 (DE-588)4001183-5 (DE-588)1071861417 |
| title | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 |
| title_alt | Genetic algorithms |
| title_auth | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 |
| title_exact_search | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 |
| title_full | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 eds.: Richard K. Belew ... |
| title_fullStr | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 eds.: Richard K. Belew ... |
| title_full_unstemmed | Proceedings of the fourth International Conference on Genetic Algorithms University of California, San Diego, July 13 - 16, 1991 eds.: Richard K. Belew ... |
| title_short | Proceedings of the fourth International Conference on Genetic Algorithms |
| title_sort | proceedings of the fourth international conference on genetic algorithms university of california san diego july 13 16 1991 |
| title_sub | University of California, San Diego, July 13 - 16, 1991 |
| topic | Algorithms Congresses Combinatorial optimization Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd Genetischer Algorithmus (DE-588)4265092-6 gnd Algorithmus (DE-588)4001183-5 gnd |
| topic_facet | Algorithms Congresses Combinatorial optimization Congresses Künstliche Intelligenz Genetischer Algorithmus Algorithmus Konferenzschrift 1991 San Diego Calif. |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=004627705&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT internationalconferenceongeneticalgorithmssandiegocalif proceedingsofthefourthinternationalconferenceongeneticalgorithmsuniversityofcaliforniasandiegojuly13161991 AT belewrichardk proceedingsofthefourthinternationalconferenceongeneticalgorithmsuniversityofcaliforniasandiegojuly13161991 AT internationalconferenceongeneticalgorithmssandiegocalif geneticalgorithms AT belewrichardk geneticalgorithms |