Matches in SemOpenAlex for { <https://semopenalex.org/work/W2796922012> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2796922012 abstract "This paper addresses the design and analysis of feedback-based algorithms to control systems or networked systems based on performance objectives and engineering constraints that may evolve over time. The emerging time-varying convex optimization formalism is leveraged to model optimal operational trajectories of the systems, as well as explicit local and network-level operational constraints. Departing from existing batch and feed-forward optimization approaches, the design of the algorithms capitalizes on an implementation of primal-dual projected-gradient methods; the gradient steps are, however, suitably modified to accommodate actionable feedback from the system - hence, the term online optimization with feedback. By virtue of this approach, the resultant algorithms can cope with model mismatches in the algebraic representation of the system states and outputs, it avoids pervasive measurements of exogenous inputs, and it naturally lends itself to a distributed implementation. Under suitable assumptions, analytical convergence claims are established in terms of dynamic regret. Moreover, when the synthesis of the feedback-based algorithm is based on a regularized Lagrangian function, Q-linear convergence to solutions of the time-varying optimization problem is shown." @default.
- W2796922012 created "2018-04-24" @default.
- W2796922012 creator A5017202620 @default.
- W2796922012 creator A5019172720 @default.
- W2796922012 creator A5060100126 @default.
- W2796922012 date "2018-04-14" @default.
- W2796922012 modified "2023-09-27" @default.
- W2796922012 title "Online Optimization with Feedback" @default.
- W2796922012 hasPublicationYear "2018" @default.
- W2796922012 type Work @default.
- W2796922012 sameAs 2796922012 @default.
- W2796922012 citedByCount "2" @default.
- W2796922012 countsByYear W27969220122019 @default.
- W2796922012 countsByYear W27969220122020 @default.
- W2796922012 crossrefType "posted-content" @default.
- W2796922012 hasAuthorship W2796922012A5017202620 @default.
- W2796922012 hasAuthorship W2796922012A5019172720 @default.
- W2796922012 hasAuthorship W2796922012A5060100126 @default.
- W2796922012 hasConcept C112680207 @default.
- W2796922012 hasConcept C11413529 @default.
- W2796922012 hasConcept C119857082 @default.
- W2796922012 hasConcept C126255220 @default.
- W2796922012 hasConcept C137836250 @default.
- W2796922012 hasConcept C157972887 @default.
- W2796922012 hasConcept C162324750 @default.
- W2796922012 hasConcept C2524010 @default.
- W2796922012 hasConcept C2777303404 @default.
- W2796922012 hasConcept C33923547 @default.
- W2796922012 hasConcept C41008148 @default.
- W2796922012 hasConcept C50522688 @default.
- W2796922012 hasConcept C50817715 @default.
- W2796922012 hasConceptScore W2796922012C112680207 @default.
- W2796922012 hasConceptScore W2796922012C11413529 @default.
- W2796922012 hasConceptScore W2796922012C119857082 @default.
- W2796922012 hasConceptScore W2796922012C126255220 @default.
- W2796922012 hasConceptScore W2796922012C137836250 @default.
- W2796922012 hasConceptScore W2796922012C157972887 @default.
- W2796922012 hasConceptScore W2796922012C162324750 @default.
- W2796922012 hasConceptScore W2796922012C2524010 @default.
- W2796922012 hasConceptScore W2796922012C2777303404 @default.
- W2796922012 hasConceptScore W2796922012C33923547 @default.
- W2796922012 hasConceptScore W2796922012C41008148 @default.
- W2796922012 hasConceptScore W2796922012C50522688 @default.
- W2796922012 hasConceptScore W2796922012C50817715 @default.
- W2796922012 hasLocation W27969220121 @default.
- W2796922012 hasOpenAccess W2796922012 @default.
- W2796922012 hasPrimaryLocation W27969220121 @default.
- W2796922012 hasRelatedWork W1543201103 @default.
- W2796922012 hasRelatedWork W1548678286 @default.
- W2796922012 hasRelatedWork W163289901 @default.
- W2796922012 hasRelatedWork W175963659 @default.
- W2796922012 hasRelatedWork W2066345633 @default.
- W2796922012 hasRelatedWork W2227684707 @default.
- W2796922012 hasRelatedWork W2234065644 @default.
- W2796922012 hasRelatedWork W2252599804 @default.
- W2796922012 hasRelatedWork W2298694064 @default.
- W2796922012 hasRelatedWork W2468012680 @default.
- W2796922012 hasRelatedWork W2769724398 @default.
- W2796922012 hasRelatedWork W2982347698 @default.
- W2796922012 hasRelatedWork W2993435319 @default.
- W2796922012 hasRelatedWork W3006506827 @default.
- W2796922012 hasRelatedWork W3046540105 @default.
- W2796922012 hasRelatedWork W3087280713 @default.
- W2796922012 hasRelatedWork W3156364607 @default.
- W2796922012 hasRelatedWork W846394433 @default.
- W2796922012 hasRelatedWork W87593605 @default.
- W2796922012 isParatext "false" @default.
- W2796922012 isRetracted "false" @default.
- W2796922012 magId "2796922012" @default.
- W2796922012 workType "article" @default.