Optimal Control of Time-Delay Fractional Equations via a Joint Application of Radial Basis Functions and Collocation Method

被引:55
作者
Chen, Shu-Bo [1 ]
Soradi-Zeid, Samaneh [2 ]
Jahanshahi, Hadi [3 ]
Alcaraz, Raul [4 ]
Gomez-Aguilar, Jose Francisco [5 ]
Bekiros, Stelios [6 ,7 ]
Chu, Yu-Ming [8 ,9 ]
机构
[1] Hunan City Univ, Sch Sci, Yiyang 413000, Peoples R China
[2] Univ Sistan & Baluchestan, Fac Ind & Min Khash, Zahedan 98155987, Iran
[3] Univ Manitoba, Dept Mech Engn, Winnipeg, MB R3T 5V6, Canada
[4] Univ Castilla La Mancha UCLM, Res Grp Elect Biomed & Telecommun Engn, Cuenca 16071, Spain
[5] CONACyT Tecnol Nacl Mexico CENIDET, Interior Internado Palmira S-N, Cuernavaca 62490, Morelos, Mexico
[6] European Univ Inst, Dept Econ, Via Fontanelle 18, I-50014 Florence, Italy
[7] Wilfrid Laurier Univ, Rimini Ctr Econ Anal RCEA, LH3079,75 Univ Ave W, Waterloo, ON N2L 3C5, Canada
[8] Huzhou Univ, Dept Math, Huzhou 313000, Peoples R China
[9] Changsha Univ Sci & Technol, Hunan Prov Key Lab Math Modeling & Anal Engn, Changsha 410114, Peoples R China
基金
中国国家自然科学基金;
关键词
fractional optimal control problem; delay system; radial basis function; direct optimization; collocation points; nonlinear programming problem; NUMERICAL-SOLUTION; APPROXIMATION METHODS; BLOCK-PULSE; SYSTEMS; HYBRID; OPTIMIZATION; CALCULUS;
D O I
10.3390/e22111213
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
A novel approach to solve optimal control problems dealing simultaneously with fractional differential equations and time delay is proposed in this work. More precisely, a set of global radial basis functions are firstly used to approximate the states and control variables in the problem. Then, a collocation method is applied to convert the time-delay fractional optimal control problem to a nonlinear programming one. By solving the resulting challenge, the unknown coefficients of the original one will be finally obtained. In this way, the proposed strategy introduces a very tunable framework for direct trajectory optimization, according to the discretization procedure and the range of arbitrary nodes. The algorithm's performance has been analyzed for several non-trivial examples, and the obtained results have shown that this scheme is more accurate, robust, and efficient than most previous methods.
引用
收藏
页码:1 / 17
页数:17
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