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Optimal investment and consumption strategies for spread financial markets

Abstract : This thesis studies the consumption/investment problem for the spread financial market defined by the Ornstein–Uhlenbeck (OU) process. Recently, the OU process has been used as a proper financial model to reflect underlying prices of assets. The thesis consists of 8 Chapters. Chapter 1 presents a general literature review and a short view of the main results obtained in this work where different utility functions have been considered. The optimal consumption/investment strategy are studied in Chapter 2 for the power utility functions for small time interval, that 0 < t < T < T0. Main theorems have been stated and the existence and uniqueness of the solution has been proven. Numeric approximation for the solution of the HJB equation has been studied and the convergence rate has been established. In this case, the convergence rate for the numerical scheme is super geometrical, i.e., more rapid than any geometrical ones. A special verification theorem for this case has been shown. In this chapter, we have studied the Hamilton–Jacobi–Bellman (HJB) equation through the Feynman–Kac (FK) method. The existence and uniqueness theorem for the classical solution for the HJB equation has been shown. Chapter 3 extended our approach from the previous chapter of the optimal consumption/investment strategies for the power utility functions for any time interval where the power utility coefficient γ should be less than 1/4. Chapter 4 addressed the optimal consumption/investment problem for logarithmic utility functions for multivariate OU process in the base of the stochastic dynamical programming method. As well it has been shown a special verification theorem for this case. It has been demonstrated the existence and uniqueness theorem for the classical solution for the HJB equation in explicit form. As a consequence the optimal financial strategies were constructed. Some examples have been stated for a scalar case and for a multivariate case with diagonal volatility. Stochastic volatility markets has been considered in Chapter 5 as an extension for the previous chapter of optimization problem for the logarithmic utility functions. Chapter 6 proposed some auxiliary results and theorems that are necessary for the work. Numerical simulations has been provided in Chapter 7 for power and logarithmic utility functions. The fixed point value h for power utility has been presented. We study the constructed strategies by numerical simulations for different parameters. The value function for the logarithmic utilities has been shown too. Finally, Chapter 8 reflected the results and possible limitations or solutions
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Submitted on : Friday, February 1, 2019 - 1:00:57 PM
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Sahar Albosaily. Optimal investment and consumption strategies for spread financial markets. Numerical Analysis [math.NA]. Normandie Université, 2018. English. ⟨NNT : 2018NORMR099⟩. ⟨tel-02000625⟩



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