Genetic algorithms + data structures = evolution programs /

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書誌詳細
第一著者: Michalewicz, Zbigniew
フォーマット: 図書
言語:English
出版事項: Berlin ; New York : Springer-Verlag, c1994.
版:2nd, extended ed.
主題:
目次:
  • Pt. I. Genetic Algorithms. 1. GAs: What Are They? 2. GAs: How Do They Work? 3. GAs: Why Do They Work? 4. GAs: Selected Topics
  • Pt. II. Numerical Optimization. 5. Binary or Float? 6. Fine Local Tuning. 7. Handling Constraints. 8. Evolution Strategies and Other Methods
  • Pt. III. Evolution Programs. 9. The Transportation Problem. 10. The Traveling Salesman Problem. 11. Drawing Graphs, Scheduling, Partitioning, and Path Planning. 12. Machine Learning.