Optimal control for uncertain discrete-time singular systems under expected value criterion

Yadong Shu (), Bo Li () and Yuanguo Zhu ()
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Yadong Shu: Nanjing University of Information Science and Technology
Bo Li: Nanjing University of Finance and Economics
Yuanguo Zhu: Nanjing University of Science and Technology

Fuzzy Optimization and Decision Making, 2021, vol. 20, issue 3, No 4, 364 pages

Abstract: Abstract Optimal control problems governed by two different types of uncertain discrete-time singular systems are investigated under expected value criterion. The objective function including uncertain variables is optimized with the help of expected value method provided that the singular systems are both regular and impulse-free. At first, based on the principle of dynamic programming, a recurrence equation is derived to simplify an optimal control model for a class of uncertain discrete-time singular systems. After that, according to uncertainty theory and the recurrence equation, two kinds of optimal control problems subject to an uncertain linear singular system and an uncertain singular system with quadratic input variables are considered in order, and the optimal solutions are both presented by accurate expressions. A numerical example and a dynamic input-output model are settled to illustrate the effectiveness of the results obtained.

Keywords: Optimal control; Uncertain singular systems; Expected value; Recurrence equation (search for similar items in EconPapers)
Date: 2021
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Citations: View citations in EconPapers (1)

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DOI: 10.1007/s10700-020-09346-5

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