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Optimistic value-based optimal control problems with uncertain discrete-time noncausal systems. (English) Zbl 07748310

Summary: Uncertain discrete-time noncausal systems are uncertain singular systems that are supposed to be regular along. This study examines optimal control problems (OCPs) using the optimistic value criterion in the context of uncertain discrete-time noncausal systems. Recurrence equations for tackling these OCPs are provided in terms of uncertainty theory. These equations have effectively addressed OCPs involving uncertain noncausal systems with linear, quadratic, and cubic controls, resulting in analytical expressions for their optimal solutions. For illustration, an example is offered to highlight the usefulness of our results.

MSC:

93E20 Optimal stochastic control
93C55 Discrete-time control/observation systems
49L20 Dynamic programming in optimal control and differential games
49N05 Linear optimal control problems
93C05 Linear systems in control theory
Full Text: DOI

References:

[1] Rosenbrock, H. H., Structural properties of linear dynamical systems, Int. J. Control, 20, 2, 191-202 (1974) · Zbl 0285.93019
[2] Luenberger, D. G.; Arbel, A., Singular dynamic Leontief systems, Econometrica, 991-995 (1977) · Zbl 0368.90029
[3] Dai, L., Singular Control Systems (1989), Springer-Verlag: Springer-Verlag Berlin · Zbl 0669.93034
[4] Ailon, A., On the design of output feedback for finite and infinite pole assignment in singular systems with application to the control problem of constrained robots, Circuits Syst. Signal Process., 13, 5, 525-544 (1994) · Zbl 0825.93262
[5] Cui, S.; Friedman, A., A free boundary problem for a singular system of differential equations: an application to a model of tumor growth, Trans. Am. Math. Soc., 355, 9, 3537-3590 (2003) · Zbl 1036.34018
[6] Chen, X.; Zhu, Y.; Shen, J., Input-output dynamic model for optimal environmental pollution control, Appl. Math. Model., 83, 301-321 (2020) · Zbl 1481.91137
[7] Lewis, F. L., A review of 2-D implicit systems, Automatica, 28, 2, 345-354 (1992) · Zbl 0766.93035
[8] Emadi, A., Modeling and analysis of multiconverter DC power electronic systems using the generalized state-space averaging method, IEEE Trans. Ind. Electron., 51, 3, 661-668 (2004)
[9] Ding, Y.; Weng, F.; Geng, F., State-energy-constrained controller design for uncertain semi-state systems and its application in mechanical system control, Proc. Inst. Mech. Eng., Part C, J. Mech. Eng. Sci., 233, 14, 4850-4862 (2019)
[10] Cobb, D., Controllability, observability, and duality in singular systems, IEEE Trans. Autom. Control, 29, 12, 1076-1082 (1984)
[11] Darouach, M.; Chadli, M., Admissibility and control of switched discrete-time singular systems, Syst. Sci. Control Eng., 1, 1, 43-51 (2013)
[12] Xu, S.; Van Dooren, P.; Stefan, R.; Lam, J., Robust stability and stabilization for singular systems with state delay and parameter uncertainty, IEEE Trans. Autom. Control, 47, 7, 1122-1128 (2002) · Zbl 1364.93723
[13] Xu, S.; Lam, J., Robust Control and Filtering of Singular Systems (2006), Springer: Springer Berlin · Zbl 1114.93005
[14] Zhang, Y.; Mu, X., Event-triggered output quantized control of discrete Markovian singular systems, Automatica, 135, Article 109992 pp. (2022) · Zbl 1480.93275
[15] Shu, Y.; Zhu, Y., Stability and optimal control for uncertain continuous-time singular systems, Eur. J. Control, 34, 16-23 (2017) · Zbl 1358.93154
[16] Zhu, Y., Uncertain Optimal Control (2019), Springer Nature: Springer Nature Singapore · Zbl 1407.49001
[17] Shu, Y., Optimal control for discrete-time descriptor noncausal systems, Asian J. Control, 23, 4, 1885-1899 (2021) · Zbl 07886810
[18] Masubuchi, I.; Kamitane, Y.; Ohara, A.; Suda, N., H_∞ control for descriptor systems: a matrix inequalities approach, Automatica, 33, 4, 669-673 (1997) · Zbl 0881.93024
[19] Takaba, K.; Morihira, N.; Katayama, T., A generalized Lyapunov theorem for descriptor system, Syst. Control Lett., 24, 1, 49-51 (1995) · Zbl 0883.93035
[20] Bender, D.; Laub, A., The linear-quadratic optimal regulator for descriptor systems, IEEE Trans. Autom. Control, 32, 8, 672-688 (1987) · Zbl 0624.93030
[21] Bender, D. J.; Laub, A. J., The linear-quadratic optimal regulator for descriptor systems: discrete-time case, Automatica, 23, 1, 71-85 (1987) · Zbl 0612.93045
[22] Zhang, Q.; Xing, S., Stability analysis and optimal control of stochastic singular systems, Optim. Lett., 8, 6, 1905-1920 (2014) · Zbl 1301.93169
[23] Liu, X.; Wang, P.; Anderson, D. R., On stability and feedback control of discrete fractional order singular systems with multiple time-varying delays, Chaos Solitons Fractals, 155, Article 111740 pp. (2022) · Zbl 1498.93600
[24] Li, X.; Song, Q.; Zhao, Z.; Liu, Y.; Alsaadi, F. E., Optimal control and zero-sum differential game for Hurwicz model considering singular systems with multifactor and uncertainty, Int. J. Syst. Sci., 53, 7, 1416-1435 (2022) · Zbl 1492.93104
[25] Balasubramaniam, P.; Samath, J. A.; Kumaresan, N.; Kumara, A. V., Solution of matrix Riccati differential equation for the linear quadratic singular system using neural networks, Appl. Math. Comput., 182, 2, 1832-1839 (2006) · Zbl 1107.65057
[26] Razzaghi, M.; Shafiee, M., Optimal control of singular systems via Legendre series, Int. J. Comput. Math., 70, 2, 241-250 (1998) · Zbl 0922.49009
[27] Shu, Y.; Li, B., Linear-quadratic optimal control for discrete-time stochastic descriptor systems, J. Ind. Manag. Optim., 18, 3, 1583 (2022) · Zbl 1499.49092
[28] Vlasenko, L. A.; Rutkas, A. G.; Semenets, V. V.; Chikrii, A. A., Stochastic optimal control of a descriptor system, Cybern. Syst. Anal., 56, 2, 204-212 (2020) · Zbl 1454.93296
[29] Li, Y.; Ma, S., Finite and infinite horizon indefinite linear quadratic optimal control for discrete-time singular Markov jump systems, J. Franklin Inst., 358, 17, 8993-9022 (2021) · Zbl 1478.93736
[30] Wang, F.; Liang, J.; Wang, F., Optimal control for discrete-time singular systems with multiplicative-noise and input delay, (10th Asian Control Conference (2015)), 1-6
[31] Kahneman, D.; Tversky, A., Prospect theory: an analysis of decision under risk, Econometrica, 47, 2, 263-292 (1979) · Zbl 0411.90012
[32] Liu, B., Uncertainty Theory (2007), Springer-Verlag: Springer-Verlag Berlin · Zbl 1141.28001
[33] Liu, B., Uncertainty Theory (2015), Springer-Verlag: Springer-Verlag Berlin · Zbl 1309.28001
[34] Li, B.; Zhang, R.; Sun, Y., Multi-period portfolio selection based on uncertainty theory with bankruptcy control and liquidity, Automatica, 147, Article 110751 pp. (2023) · Zbl 1505.91353
[35] Zhu, Y., Uncertain optimal control with application to a portfolio selection model, Cybern. Syst., 41, 7, 535-547 (2010) · Zbl 1225.93121
[36] Shu, Y.; Zhu, Y., Optimistic value based optimal control for uncertain linear singular systems and application to a dynamic input-output model, ISA Trans., 71, 235-251 (2017)
[37] Deng, L.; Shen, J.; Chen, Y., Hurwicz model of uncertain optimal control with jump, Math. Methods Appl. Sci., 43, 10054-10069 (2020) · Zbl 1455.49027
[38] Yang, X.; Gao, J., Linear-quadratic uncertain differential games with application to resource extraction problem, IEEE Trans. Fuzzy Syst., 24, 4, 819-826 (2016)
[39] Chen, X.; Zhu, Y.; Li, B., Optimal control for uncertain random continuous-time systems, Optimization, 72, 6, 1385-1428 (2023) · Zbl 1521.49021
[40] Chen, X.; Zhu, Y.; Sheng, L., Optimal control for uncertain stochastic dynamic systems with jump and application to an advertising model, Appl. Math. Comput., 407, Article 126337 pp. (2021) · Zbl 1510.49022
[41] Shu, Y.; Li, B.; Zhu, Y., Optimal control for uncertain discrete-time singular systems under expected value criterion, Fuzzy Optim. Decis. Mak., 20, 3, 331-364 (2021) · Zbl 1478.49024
[42] Feng, J.; Cheng, Z.; Ma, S., Singular linear-quadratic optimal control problem for a class of discrete singular systems with multiple time-delays, Int. J. Syst. Sci., 34, 4, 293-301 (2003) · Zbl 1058.93037
[43] Choi, C. H., A survey of numerical methods for solving matrix Riccati differential equations, (Proceedings on Southeastcon (1990)), 696-700
[44] Feng, J.; Peng, C.; Hou, Z., Singular linear quadratic optimal control for singular stochastic discrete-time systems, Optim. Control Appl. Methods, 34, 5, 505-516 (2013) · Zbl 1302.93239
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