Title An LMI-Based Approach for Semivalues Constraints in Coalitional Feedback Control
Authors MUROS, FRANCISCO JAVIER, Maestre, J. M.
External publication Si
Means IFAC-PapersOnLine
Scope Proceedings Paper
Nature Científica
SJR Quartile 3
SJR Impact 0.30800
Publication date 01/01/2020
ISI 000652592500628
DOI 10.1016/j.ifacol.2020.12.2103
Abstract In coalitional approaches, communication links are dynamically enabled/disabled by the control scheme to reduce the cooperation burden without compromising the system performance. This problem setup can be interpreted as a cooperative game where solution concepts provide a measure of the impact of links on system behavior. Here, we present how constraints on the set of semivalues can be introduced via linear matrix inequalities (LMIs) to impose design requirements. To this end, an LMI-based iterative method is presented. Finally, an academic example is simulated to illustrate the feasibility of the proposed approach. Copyright (C) 2020 The Authors.
Keywords Semivalues; coalitional control; clustering; distributed control; cooperative game theory; Shapley value; Banzhaf value
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