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Ardashir Mohammadzadeh

Ardashir Mohammadzadeh

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId:
HIndex: 0/00
Faculty: Faculty of Engineering
Address:
Phone: 0413775000

Research

Title
Dynamic programming strategy based on a type-2 fuzzy wavelet neural network
Type
JournalPaper
Keywords
Dynamic programming · Oustaloup recursive approximation · Type-2 fuzzy wavelet neural network · Fractional-order hyperchaotic systems
Year
2018
Journal NONLINEAR DYNAMICS
DOI
Researchers Ardashir Mohammadzadeh ، Weidong Zhang

Abstract

In this paper, an optimal control scheme, based on dynamic programming strategy, is presented for synchronization of uncertain fractional-order chaotic/hyperchaotic systems. In the scheme, a type-2 fuzzy wavelet neural network (T2FWNN) is proposed for estimation of the unknown functions in dynamics of system. For solving the fractional optimal control problem, fractional-order derivative is approximated by using Oustaloup recursive approximation method. Simulation studies verify the effectiveness of the proposed control scheme and the proposed T2FWNN.