The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
Many process control and scheduling problems can be formulated as Markov Decision Process (MDP), which represents a multi-stage decision problem under uncertainty. For the past two decades, the Artificial Intelligence (AI) research community has seen significant activities in Approximate Dynamic Programming (ADP), which is developed into an effective method for solving Markov Decision Process (MDP)...
Two different predictive control formulations are developed based on minimization of the worst-case quadratic cost for systems with bounded parameters. The two formulations differ on the assumptions made about the future inputs in optimizing the current input: one assumes open-loop control, while the other considers closed-loop control. Their closed-loop properties such as asymptotic stability are...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.