| 000 | 00372nam a2200145Ia 4500 | ||
|---|---|---|---|
| 999 |
_c170255 _d170255 |
||
| 020 | _a9781402074547 | ||
| 040 | _cCUS | ||
| 082 |
_a519.6 _bGOS/S |
||
| 100 | _aGosavi, Abhijit | ||
| 245 | 0 |
_aSimulation-based optimization: parametric optimization techniques and reinforcement learning/ _cAbhijit Gosavi |
|
| 260 |
_aBoston: _bKluwer Academic Publishers, _c2003. |
||
| 300 |
_axxvii, 554 p. : _bill. ; _c24 cm. |
||
| 440 | _a(Operations research/computer science interfaces series) | ||
| 505 | _a1. Background -- 2. Notation -- 3. Probability Theory: A Refresher -- 4. Basic Concepts Underlying Simulation -- 5. Simulation Optimization: An Overview -- 6. Response Surfaces and Neural Nets -- 7. Parametric Optimization -- 8. Dynamic Programming -- 9. Reinforcement Learning -- 10. Markov Chain Automata Theory -- 11. Convergence: Background Material -- 12. Convergence: Parametric Optimization -- 13. Convergence: Control Optimization -- 14. Case Studies -- 15. Codes -- 16. Concluding Remarks. | ||
| 650 | _aMathematical optimization | ||
| 650 | _aProbabilities | ||
| 650 | _aMathematics | ||
| 942 | _cWB16 | ||