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• W3136357470 abstract "Mathematical optimization is one of the cornerstones of modern engineering research and practice. Yet, throughout application domains, mathematical optimization is, for the most part, considered to be a numerical discipline. Optimization problems are formulated to be solved numerically with specific algorithms running on microprocessors. An emerging alternative is to view optimization algorithms as dynamical systems. While this new perspective is insightful in itself, liberating optimization methods from specific numerical and algorithmic aspects opens up new possibilities to endow complex real-world systems with sophisticated self-optimizing behavior. Towards this goal, it is necessary to understand how numerical optimization algorithms can be converted into feedback controllers to enable robust optimization. In this article, we review several research streams that have been pursued in this direction, including extremum seeking and pertinent methods from model predictive and process control. However, our focus lies on recent methods under the name of feedback-based optimization. This research stream studies control designs that directly implement optimization algorithms in closed loop with physical systems. Such ideas are finding widespread application in the design and retrofit of control protocols for communication networks and electricity grids. In addition to an overview over continuous-time dynamical systems for optimization, our particular emphasis lies on closed-loop stability as well as the enforcement of physical and operational constraints in closed-loop implementations. We further illustrate these methods in the context of classical problems, namely congestion control in communication networks and optimal frequency control in electricity grids, and we highlight one potential future application in the form of autonomous reserve dispatch in power systems." @default.
• W3136357470 created "2021-03-29" @default.
• W3136357470 creator A5018168527 @default.
• W3136357470 creator A5029570783 @default.
• W3136357470 creator A5084160985 @default.
• W3136357470 creator A5091434894 @default.
• W3136357470 date "2021-03-21" @default.
• W3136357470 modified "2023-09-27" @default.
• W3136357470 title "Optimization Algorithms as Robust Feedback Controllers." @default.
• W3136357470 cites W124292005 @default.
• W3136357470 cites W127155249 @default.
• W3136357470 cites W133037709 @default.
• W3136357470 cites W1486118835 @default.
• W3136357470 cites W1522579744 @default.
• W3136357470 cites W1540560684 @default.
• W3136357470 cites W1551360398 @default.
• W3136357470 cites W1632601927 @default.
• W3136357470 cites W1663973292 @default.
• W3136357470 cites W1720609403 @default.
• W3136357470 cites W1804110266 @default.
• W3136357470 cites W1949248870 @default.
• W3136357470 cites W1974085154 @default.
• W3136357470 cites W1979289676 @default.
• W3136357470 cites W1982015307 @default.
• W3136357470 cites W1982718989 @default.
• W3136357470 cites W1993170675 @default.
• W3136357470 cites W1993630023 @default.
• W3136357470 cites W1994313913 @default.
• W3136357470 cites W2006316055 @default.
• W3136357470 cites W2007122944 @default.
• W3136357470 cites W2025447043 @default.
• W3136357470 cites W2026018281 @default.
• W3136357470 cites W2036613704 @default.
• W3136357470 cites W2037710455 @default.
• W3136357470 cites W2039337132 @default.
• W3136357470 cites W2041103407 @default.
• W3136357470 cites W2041242313 @default.
• W3136357470 cites W2048723778 @default.
• W3136357470 cites W2049631384 @default.
• W3136357470 cites W2053155671 @default.
• W3136357470 cites W2053787422 @default.
• W3136357470 cites W2054116844 @default.
• W3136357470 cites W2054629165 @default.
• W3136357470 cites W2056986241 @default.
• W3136357470 cites W2065112750 @default.
• W3136357470 cites W2067708449 @default.
• W3136357470 cites W2069581154 @default.
• W3136357470 cites W2070291355 @default.
• W3136357470 cites W2071314114 @default.
• W3136357470 cites W2072642243 @default.
• W3136357470 cites W2075634658 @default.
• W3136357470 cites W2077612096 @default.
• W3136357470 cites W2085761737 @default.
• W3136357470 cites W2089162893 @default.
• W3136357470 cites W2097699574 @default.
• W3136357470 cites W2098432798 @default.
• W3136357470 cites W2103468298 @default.
• W3136357470 cites W2106424475 @default.
• W3136357470 cites W2115922137 @default.
• W3136357470 cites W2121043384 @default.
• W3136357470 cites W2121738381 @default.
• W3136357470 cites W2122491223 @default.
• W3136357470 cites W2127025124 @default.
• W3136357470 cites W2128658178 @default.
• W3136357470 cites W2132875296 @default.
• W3136357470 cites W2146669419 @default.
• W3136357470 cites W2148825261 @default.
• W3136357470 cites W2155900724 @default.
• W3136357470 cites W2156390226 @default.
• W3136357470 cites W2162564541 @default.
• W3136357470 cites W2165700398 @default.
• W3136357470 cites W2294416312 @default.
• W3136357470 cites W2339497397 @default.
• W3136357470 cites W2344993821 @default.
• W3136357470 cites W2386509573 @default.
• W3136357470 cites W2395721918 @default.
• W3136357470 cites W2481683546 @default.
• W3136357470 cites W2508693252 @default.
• W3136357470 cites W2562183967 @default.
• W3136357470 cites W2566859239 @default.
• W3136357470 cites W2588181953 @default.
• W3136357470 cites W2589020962 @default.
• W3136357470 cites W2606681432 @default.
• W3136357470 cites W2609501133 @default.
• W3136357470 cites W2613793519 @default.
• W3136357470 cites W2616333561 @default.
• W3136357470 cites W2623785075 @default.
• W3136357470 cites W2737628516 @default.
• W3136357470 cites W2738184248 @default.
• W3136357470 cites W2744885317 @default.
• W3136357470 cites W2752509387 @default.
• W3136357470 cites W2763081248 @default.
• W3136357470 cites W2765587196 @default.
• W3136357470 cites W2783174235 @default.
• W3136357470 cites W2903451074 @default.
• W3136357470 cites W2905049172 @default.
• W3136357470 cites W2911464544 @default.
• W3136357470 cites W2912446866 @default.
• W3136357470 cites W2947956236 @default.
• W3136357470 cites W2949595678 @default.

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