Stochastic Optimization Methods

Stochastic Optimization Methods

Applications in Engineering and Operations Research

Marti, Kurt

Springer International Publishing AG

06/2024

384

Dura

Inglês

9783031400582

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Stochastic Optimization Methods.- Solution of Stochastic Linear Programs by Discretization Methods.- Optimal Control under Stochastic Uncertainty.- Random Search Procedures for Global Optimization.- Controlled Random Search under Uncertainty.- Controlled Random Search Procedures for Global Optimization.- Random Search Methods with Multiple Search Points.- Approximation of Feedback Control Systems.- Stochastic Optimal Open-Loop Feedback Control.- Adaptive Optimal Stochastic Trajectory Planning and Control (AOSTPC).- Machine Learning under stochastic uncertainty.- Stochastic Structural Optimization with quadratic loss functions.- Maximum Entropy Techniques.
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calculus;model;optimization problems;regression;response surface methodology;stochastic approximation;stochastic optimization