Efficient and Accurate Parallel Genetic Algorithms [1 ed.] 0792372212, 9780792372219
As genetic algorithms (GAs) become increasingly popular, they are applied to difficult problems that may require conside
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English Pages 162 [167] Year 2001
Table of contents :
Front Matter....Pages i-xvi
Introduction....Pages 1-11
The Gambler’s Ruin Problem and Population Sizing....Pages 13-31
Master-Slave Parallel Genetic Algorithms....Pages 33-48
Bounding Cases of Genetic Algorithms with Multiple Demes....Pages 49-65
Markov Chain Models of Multiple Demes....Pages 67-80
Migration Rates and Optimal Topologies....Pages 81-96
Migration, Selection Pressure, and Superlinear Speedups....Pages 97-120
Fine-Grained and Hierarchical Parallel Genetic Algorithms....Pages 121-134
Summary, Extensions, and Conclusions....Pages 135-143
Back Matter....Pages 145-162
Front Matter....Pages i-xvi
Introduction....Pages 1-11
The Gambler’s Ruin Problem and Population Sizing....Pages 13-31
Master-Slave Parallel Genetic Algorithms....Pages 33-48
Bounding Cases of Genetic Algorithms with Multiple Demes....Pages 49-65
Markov Chain Models of Multiple Demes....Pages 67-80
Migration Rates and Optimal Topologies....Pages 81-96
Migration, Selection Pressure, and Superlinear Speedups....Pages 97-120
Fine-Grained and Hierarchical Parallel Genetic Algorithms....Pages 121-134
Summary, Extensions, and Conclusions....Pages 135-143
Back Matter....Pages 145-162
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0792372212, 9780792372219](https://ebin.pub/img/200x200/efficient-and-accurate-parallel-genetic-algorithms-1nbsped-0792372212-9780792372219.jpg)
- Author / Uploaded
- Erick Cantú-Paz (auth.)
- Similar Topics
- Computers
- Cybernetics: Artificial Intelligence
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