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On the solution of fuzzy fractional optimal control problems with the Caputo derivative
- Source :
- Information Sciences. 421:218-236
- Publication Year :
- 2017
- Publisher :
- Elsevier BV, 2017.
-
Abstract
- 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.
- Subjects :
- 0209 industrial biotechnology
Mathematical optimization
Information Systems and Management
Fuzzy measure theory
02 engineering and technology
Fuzzy control system
Fuzzy subalgebra
Optimal control
Fuzzy logic
Defuzzification
Computer Science Applications
Theoretical Computer Science
Fractional calculus
020901 industrial engineering & automation
Artificial Intelligence
Control and Systems Engineering
0202 electrical engineering, electronic engineering, information engineering
Fuzzy number
020201 artificial intelligence & image processing
Software
Mathematics
Subjects
Details
- ISSN :
- 00200255
- Volume :
- 421
- Database :
- OpenAIRE
- Journal :
- Information Sciences
- Accession number :
- edsair.doi...........574fe5dab40d0c1debe401b821be476b