Simulation-based optimization : parametric optimization techniques and reinforcement learning / Abhijit Gosavi.
Tipo de material:
TextoSeries Operations Research/Computer Science Interfaces Series ; 55Editor: Boston, MA : Springer US : Springer, 2015Edición: 2nd ed. 2015Descripción: xxvi, 508 páginas : 42 ilustracionesTipo de contenido: - texto
- computadora
- recurso en línea
- 9781489974914
- HD30.23
Contenidos:
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.
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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.
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