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Abstract It’s well known that fractional calculus is an extension of the classical calculus, since, in the fractional case we can dene the derivative and integral with any non interger order by using one of the famous denitions such as, Riemann-Liouville, Grunwald- Letnikov and Caputo denitions [66]. Fractional-order derivatives and integrals provide useful tools for description many natural phenomenons [66]. The main objective of this thesis is to develop new ecient numerical methods and supporting analysis, based on the Shifted Chebyshev Polynomials, Shifted Legendre Polynomials, Variational Iteration Method (VIM), Pade approximation VIM and Crank-Nicolson nite dierence method for solving fractional Logistic dierential equation with two dierent delays, fractional diusion equation, fractional Riccati dierential equation, fractional Logistic equation, linear and non-linear system of fractional dierential equations, the fractional order SIRC model associated with the evolution of in uenza A disease in human population and solving the fractional dierential equation generated by optimization problem are implemented. Also, we introduced Legendre collocation method for solving a wide class of fractional optimal control problems. One important contribution of this thesis is the demonstration of how to choose different approximation techniques for dierent fractional derivatives. Another objective of this thesis is to derive the analytical solutions for some fractional systems dierential in one and two dimensions. By doing so, we can ascertain the accuracy of our proposed numerical methods. iv The stability and convergence of our proposed numerical methods are also investigated. Numerical experiments are carried out in support of our theoretical analysis. We also emphasise that the numerical methods, we develop are applicable for many other types of fractional dierential equations. This thesis is presented by publications. Our original contribution to the literature is listed in six published papers. This thesis consists of six chapters: Chapter one. This chapter consists of 8 sections. In this chapter, we give the denitions and results which we use throughout this thesis. Chapter two. In this chapter, the approximate formula of the Caputo fractional derivative using Chebyshev polynomials series is introduced. Special attentions are given to study the convergence analysis and estimate the upper bound of the error of the proposed formula. This formula is implemented to obtain approximate solutions of some models which represented by fractional dierential equations such as, logistic dierential equation with two dierent delays, Riccati dierential equation, linear and non-linear system of dierential equations, the order SIRC model associated with the evolution of in uenza A disease in human population. Chapter three. In this chapter, the approximate formula of the Caputo fractional derivative using Legendre polynomials series is introduced. Special attention is given to study the convergence analysis and to estimate the upper bound of the error of the proposed formula. This formula is implemented to obtain the approximate solutions of some models which represented by fractional dierential equations such as, fraction diusion equation, fractional wave equation, logistic dierential equation with two dierent dev lays, linear and non-linear system of dierential equations. Chapter four. In this chapter, numerical studies for the fractional order dierential equations using dierent classes of nite dierence methods (FDM) such as the Crank-Nicolson FDM (C-N-FDM) using the Grunwald-Letnikov^s denition are presented. A discrete approximation to the fractional derivative D is applied. C-N-FDM is used to study some real life models problems, such as, the fractional Riccati dierential equation, fractional logistic equation, time fractional diusion and time fractional wave equations. The obtained results from the proposed method are compared with the result using Pade-variational iteration method (Pade-VIM) and VIM respectively. Stability analysis and the truncation error are presented for time fractional diusion and time fractional wave equations. In the end linear and nonlinear system of the fractional dierential equation are solved using C-N-FDM. Chapter ve. In this chapter, Chebyshev, Legendre collocation method and nite dierence method are implemented to solve the fractional dierential equation generated by optimization problem. Also, we introduced Legendre collocation method for solving a wide class of fractional optimal control problems. In the end of this chapter, we apply the classical control theory to a fractional diusion equation in a bounded domain. Some theorems and lemmas to study the existence and the uniqueness of the solution of the fractional diusion equation in a Hilbert space are given in [62]. Chapter six. Conclusions and Future Research. |