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| Title | The Cross-Entropy Methods: A Unifield Approach to Combinatorial Optimization, Monte-Carlo Simulation, and Machine Learning |
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| Author(s) | Kroese, Dirk P. Rubinstein, Reuven Y. |
| Subject(s) | COMBINATORIAL OPTIMIZATION CROSS-Entropy Method |
| Classification | 519.64 |
| Series Title | GMD | Buku |
| Language | Inggris |
| Publisher | Springer |
| Publishing Year | 2004 |
| Publishing Place | New York |
| Collation | |
| Abstract/Notes | |
| Specific Detail Info | 1. Preliminaries; 2. A Tutorial Introduction to the Cross-Entropy Method; 3. Efficient Simulation via Cross-Entropy; 4. Combinatorial Optimization via Cross-Entropy; 5. Continuous Optimization and Modifications; 6. Noisy Optimization with CE; 7. Applications of CE to COPs; 8. Applications of CE to Machine Learning;… |
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