<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Stochastic gradient methods for stochastic model predictive control"^^ . "We introduce a new stochastic gradient algorithm, SAAGA, and investigate its employment for solving Stochastic MPC problems and multi-stage stochastic optimization programs in general. The method is particularly attractive for scenario-based formulations that involve a large number of scenarios, for which “batch” formulations may become inefficient due to high computational costs. Benefits of the method include cheap computations per iteration and fast convergence due to the sparsity of the proposed problem decomposition."^^ . "2016-06" . . . "IEEE"^^ . . "IEEE"^^ . . . . . . . . . . . . . . . . . "A."^^ . "Themelis"^^ . "A. Themelis"^^ . . "S."^^ . "Villa"^^ . "S. Villa"^^ . . "Alberto"^^ . "Bemporad"^^ . "Alberto Bemporad"^^ . . "Panagiotis"^^ . "Patrinos"^^ . "Panagiotis Patrinos"^^ . . . . "2016 European Control Conference (ECC)"^^ . . . . . "Aalborg, Denmark"^^ . . . . . . "Stochastic gradient methods for stochastic model predictive control (PDF)"^^ . . . . . . "ecc16-sg-mpc.pdf"^^ . . . "Stochastic gradient methods for stochastic model predictive control (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Stochastic gradient methods for stochastic model predictive control (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Stochastic gradient methods for stochastic model predictive control (Other)"^^ . . . . . . "medium.jpg"^^ . . . "Stochastic gradient methods for stochastic model predictive control (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #3645 \n\nStochastic gradient methods for stochastic model predictive control\n\n" . "text/html" . . . "QA75 Electronic computers. Computer science"@en . .