Numerical solution of delay fractional optimal control problems with free terminal time

被引:0
|
作者
Chongyang Liu
Zhaohua Gong
Song Wang
Kok Lay Teo
机构
[1] Shandong Technology and Business University,School of Mathematics and Information Science
[2] Curtin University,School of Electrical Engineering, Computing, and Mathematical Sciences
[3] Sunway University,School of Mathematical Sciences
[4] Tianjin University of Finance and Economics,Coordinated Innovation Center for Computable Modeling in Management Science
来源
Optimization Letters | 2023年 / 17卷
关键词
Fractional time-delay system; Optimal control; Free terminal time; Time-scaling transformation; Numerical optimization;
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学科分类号
摘要
This paper considers a class of delay fractional optimal control problems with free terminal time. The fractional derivatives in this class of problems are described in the Caputo sense and they can be of different orders. We first show that for this class of problems, the well-known time-scaling transformation for mapping the free time horizon into a fixed time interval yields a new fractional-order system with variable time-delay. Then, we propose an explicit numerical scheme for solving the resulting fractional time-delay system, which gives rise to a discrete-time optimal control problem. Furthermore, we derive gradient formulas of the cost and constraint functions with respect to decision variables. On this basis, a gradient-based optimization approach is developed to solve the resulting discrete-time optimal control problem. Finally, an example problems is solved to demonstrate the effectiveness of our proposed solution approach.
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页码:1359 / 1378
页数:19
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