Gosavi, Abhijit,

Simulation-based optimization : parametric optimization techniques and reinforcement learning / Abhijit Gosavi. - 2nd ed. 2015. - xxvi, 508 páginas : 42 ilustraciones - Operations Research/Computer Science Interfaces Series, 55 1387-666X ; .

Springer eBooks

Background -- Simulation basics -- Simulation optimization: an overview -- Response surfaces and neural nets -- Parametric optimization -- Dynamic programming -- Reinforcement learning -- Stochastic search for controls -- Convergence: background material -- Convergence: parametric optimization -- Convergence: control optimization -- Case studies.

9781489974914

HD30.23