Semi-decentralized approximation of optimal control of distributed systems based on a functional calculus

Semi-decentralized approximation of optimal control of distributed systems based on a functional calculus

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Article ID: iaor201526434
Volume: 36
Issue: 4
Start Page Number: 422
End Page Number: 446
Publication Date: Jul 2015
Journal: Optimal Control Applications and Methods
Authors: , ,
Keywords: optimization, programming: linear, heuristics
Abstract:

This paper discusses a new approximation method for operators that are solution to an operational Riccati equation. The latter is derived from the theory of optimal control of linear problems posed in Hilbert spaces. The approximation is based on the functional calculus of self‐adjoint operators and the Cauchy formula. Under a number of assumptions, the approximation is suitable for implementation on a semi‐decentralized computing architecture in view of real‐time control. Our method is particularly applicable to problems in optimal control of systems governed by partial differential equations with distributed observation and control. Some relatively academic applications are presented for illustration. More realistic examples relating to microsystem arrays have already been published.

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