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On the solution of fuzzy fractional optimal control problems with the Caputo derivative. (English) Zbl 1443.49027

Summary: This paper presents an extension to fractional optimal control problems with ambiguity. As the ambiguity is modeled with fuzzy method, we encounter with a fuzzy fractional optimal control problem. The objective in fuzzy fractional optimal control problem is to determine the best possible fuzzy control which satisfies the related fuzzy fractional dynamic systems and minimizes the fuzzy performance index. Here, the fractional derivative is described in the Caputo sense. To find the solution, first we state some definitions and prove some required theorems. Then, we employ the obtained result to determine the necessary conditions. Furthermore, we show that the obtained necessary optimality conditions become sufficient by considering some extra assumptions. Finally, some examples are presented for more illustration of the subject.

MSC:

49K20 Optimality conditions for problems involving partial differential equations
35R13 Fuzzy partial differential equations
93C42 Fuzzy control/observation systems
Full Text: DOI

References:

[1] Agrawal, O. P.; Machado, J. A.T.; Sabatier, J., Special issue: fractional derivatives and their applications-introduction, Nonlinear Dyn., 38, 1-4, 1-2 (2004)
[2] Agrawal, O. P., A general formulation and solution scheme for fractional optimal control problems, Nonlinear Dyn., 38, 1-2, 323-337 (2004) · Zbl 1121.70019
[3] Agrawal, O. P.; Baleanu, D., A Hamiltonian formulation and a direct numerical scheme for fractional optimal control problems, J. Vib. Contr., 13, 9-10, 1269-1281 (2007) · Zbl 1182.70047
[4] Agrawal, O. P., A quadratic numerical scheme for fractional optimal control problems, J. Dyn. Syst., Measure. Contr., 130, 1, 1-6 (2008)
[5] Agrawal, O. P., A formulation and numerical scheme for fractional optimal control problems, J. Vib. Contr.., 14, 9-10, 1291-1299 (2008) · Zbl 1229.49045
[6] Agrawal, O. P.; Baleanu, D., Fractional optimal control problems with several state and control variables, J. Vib Contr., 16, 13, 1967-1976 (2010) · Zbl 1269.49002
[7] Allahviranloo, T.; Salahshour, S.; Abbasbandy, S., Explicit solutions of fractional differential equations with uncertainty, Soft Comput.., 16, 297-302 (2012) · Zbl 1259.34009
[8] Allahviranloo, T.; Gouyandeha, Z.; Armanda, A.; Hasanoglub, A., On fuzzy solutions for heat equation based on generalized Hukuhara differentiability, Fuzzy Sets Syst., 265, 1-23 (2015) · Zbl 1361.35204
[9] Bagley, R. L.; Calico, R. A., Fractional order state equations for the control of viscoelastically damped structures, J. Guid., Contr. Dyn.., 14, 304-311 (1999)
[10] Baleanu, D.; Defterli, O.; Agrawal, O. P., A central difference numerical scheme for fractional optimal control problems, J. Vib. Contr., 15, 4, 583-597 (2009) · Zbl 1272.49068
[11] Bede, B.; Stefanini, L., Generalized differentiability of fuzzy valued functions, Fuzzy Sets Syst., 230, 119-141 (2013) · Zbl 1314.26037
[12] Carpinteri, A.; Mainardi, F., Fractals and Fractional Calculus in Continuum Mechanics (1997), Springer-Verlag: Springer-Verlag Vienna · Zbl 0917.73004
[13] Diamond, P.; Kloeden, P. E., Metric Spaces of Fuzzy Sets (1994), World Scientific: World Scientific Singapore · Zbl 0873.54019
[14] Dubios, D.; Prade, H., Towards fuzzy differential calculus, Fuzzy Sets Syst., 8, 225-233 (1982) · Zbl 0499.28009
[15] Emamizadeh, B., Decreasing rearrangement and a fuzzy variational problem, Appl. Math. Lett, 18, 171-178 (2005) · Zbl 1088.49029
[16] Fard, O.; Salehi, M., A survey on fuzzy fractional variational problems, J. Comput. Appl. Math.., 271, 71-82 (2014) · Zbl 1326.49037
[17] Farhadinia, B., Necessary optimality conditions for fuzzy variational problems, Info. Sci., 181, 1348-1357 (2011) · Zbl 1227.49034
[18] Frederico, G. S.F.; Torres, D. F.M., Fractional conservation laws in optimal control theory, Nonlinear Dyn., 53, 3, 215-222 (2008) · Zbl 1170.49017
[19] Frederico, G. S.F.; Torres, D. F.M., Fractional optimal control in the sense of Caputo and the fractional Noether’s theorem, Int. Math. Forum, 3, 9-12, 479-493 (2008) · Zbl 1154.49016
[20] Goetschel, R.; Voxman, W., Elementary fuzzy calculus, Fuzzy Sets Syst., 18, 31-42 (1986) · Zbl 0626.26014
[21] Hilfer, R., Applications of Fractional Calculus in Physics (2000), World Scientific: World Scientific River Edge, New Jersey · Zbl 0998.26002
[23] Jelicic, Z. D.; Petrovackim, N., Optimality conditions and a solution scheme for fractional optimal control problems, Struct. Multidiscip. Optim, 38, 571-581 (2009) · Zbl 1274.49035
[24] Kaleva, O., Fuzzy differential equations, Fuzzy Sets Syst., 24, 301-317 (1987) · Zbl 0646.34019
[25] Kirk, D. E., Optimal Control Theory, An Introduction (2004), Prentice-Hall: Prentice-Hall Englewood Cliffs
[26] Malinowska, A. B.; Torres, D. F.M., Introduction to the Fractional Calculus of Variations (2012), Imperial College Press: Imperial College Press London · Zbl 1258.49001
[27] Machado, J. A.T., Special issue on fractional calculus and applications, Nonlinear Dyn., 29, 1-386 (2002)
[28] Magin, R. L., Fractional Calculus in Bioengineering (2006), Begell House Publishers: Begell House Publishers Redding, CT
[29] Mordukhovich, B. S.; Wang, L., Optimal control of constrained delay-differential inclusions with multivalued initial conditions, J. Contr. Cybern., 32, 585-609 (2003) · Zbl 1127.49303
[30] Podlubny, I., Fractional Differential Equations (1999), Academic Press: Academic Press New York · Zbl 0918.34010
[31] Pooseh, S.; Almeida, R.; Torres, D. F.M., Fractional optimal control problems with free terminal time, J. Ind. Manage. Optim. (JIMO), 10, 2, 363-381 (2014) · Zbl 1278.26013
[32] Salahshour, S.; Allahviranloo, T.; Abbasbandy, S.; Baleanu, D., Existence and uniqueness results for fractional differential equations with uncertainty, Adv. Diff. Eqn., 112 (2012) · Zbl 1350.34011
[33] Salahshour, S.; Allahviranloo, T.; Abbasbandy, S., Solving fuzzy fractional differential equations by fuzzy Laplace transforms, Commun. Nonlinear Sci. Numer. Simul, 17, 1372-1381 (2012) · Zbl 1245.35146
[34] Stefanini, L., A generalization of Hukuhara difference and division for interval and fuzzy arithmetic, Fuzzy Sets Syst, 161, 1564-1584 (2010) · Zbl 1188.26019
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