作者:Abhijit Gosavi
出版社:Springer US
页数:508
出版时间:2015
语言:English
格式:pdf
Table of contents
Front Matter Pages i-xxvi
Background Pages 1-12
Simulation Basics Pages 13-27
Simulation-Based Optimization: An Overview Pages 29-35
Parametric Optimization: Response Surfaces and Neural Networks Pages 37-69
Parametric Optimization: Stochastic Gradients and Adaptive Search Pages71-122
Control Optimization with Stochastic Dynamic Programming Pages 123-195
Control Optimization with Reinforcement Learning Pages 197-268
Control Optimization with Stochastic Search Pages 269-280
Convergence: Background Material Pages 281-318
Convergence Analysis of Parametric Optimization Methods Pages 319-350
Convergence Analysis of Control Optimization Methods Pages 351-450
Case Studies Pages 451-471
BackMatter Pages 473-508回复免费:
本帖隐藏的内容
- Simulation-Based Optimization Parametric Optimization Techniques and einforcement Learning.pdf