Compositional Performance Certification of Interconnected Systems using ADMM

Andrew Packard; Chris Meissen; Laurent Lessard; Murat Arcak

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Compositional Performance Certification of Interconnected Systems using ADMM

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arxiv 1410.2006 v4 pith:5RGYEXE6 submitted 2014-10-08 cs.SY cs.SYmath.OC

Chris Meissen , Laurent Lessard , Murat Arcak , Andrew Packard This is my paper · ORCID

classification cs.SYmath.OC

keywords admmcertificationcompositionaldissipativityinterconnectedmethodperformanceproblem

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A compositional performance certification method is presented for interconnected systems using subsystem dissipativity properties and the interconnection structure. A large-scale optimization problem is formulated to search for the most relevant dissipativity properties. The alternating direction method of multipliers (ADMM) is employed to decompose and solve this problem, and is demonstrated on several examples.

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