Essays about: "dynamic portfolio optimization"

Showing result 1 - 5 of 16 essays containing the words dynamic portfolio optimization.

  1. 1. Merton's Portfolio Problem under Jourdain--Sbai Model

    University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikation

    Author : Sajedeh Saadat; [2023]
    Keywords : Merton’s Optimal Investment-Consumption Problem; Dynamic Programming; Hamilton-Jacobi-Bellman equation; Stochastic Volatility Model; Finite-difference method; Crank-Nicolson.;

    Abstract : Portfolio selection has always been a fundamental challenge in the field of finance and captured the attention of researchers in the financial area. Merton's portfolio problem is an optimization problem in finance and aims to maximize an investor's portfolio. READ MORE

  3. 2. Merton's Portfolio Problem under Grezelak-Oosterlee-Van Veeren Model

    University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikation

    Author : Tara Romsäter; [2023]
    Keywords : Merton s Optimal Investment-Consumption Problem; Dynamic Programming; Hamilton-Jacobi-Bellman equation; Stochastic Volatility Model.;

    Abstract : Merton’s Optimal Investment-Consumption Problem is a classic optimization problem in finance. It aims to find the optimal controls for a portfolio with both risky and risk-less assets, inorder to maximize an investor’s utility function. READ MORE

  4. 3. On Merton's Portfolio Problem : A Stochastic Optimal Control Problem

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Hugo Jacobsson; [2022]
    Keywords : ;

    Abstract : The purpose of this thesis is to examine and solve a classic financial optimization problem known as Merton’s Portfolio Problem. The problem is driven by a stochastic process and can thereby be classified as a stochastic optimal control problem. READ MORE

  5. 4. Impact of Transaction costs on dynamic portfolio optimizations : A comparison of active and passive investing in the realm of the Swedish stock market

    University essay from Jönköping University/Internationella Handelshögskolan

    Author : Toma Georgiev; Harbi Kurmakhadov; [2022]
    Keywords : Dynamic Optimization; Active Investing; Passive Investing; Transaction Costs; OMX30; Modern Portfolio Theory;

    Abstract : A growing number of studies have been conducted in the sphere of portfolio analysis concerning different approaches for analyzing stocks and outperforming the market. Pioneers in the sphere of portfolio theory like William Sharpe and Harry Markowitz have developed strategies and ratios for portfolio analysis that could generate positive risk-adjusted returns. READ MORE

  6. 5. Deep learning for portfolio optimization

    University essay from Linnéuniversitetet/Institutionen för matematik (MA)

    Author : JOHN N. MBITI; [2021]
    Keywords : Portfolio optimization; optimal portfolio; jump diffusion; Itô-Lévy process; stochastic control; dynamic programming; HJB equation; utility optimization; stochastic gradient descent; Deep learning; neural network.;

    Abstract : In this thesis, an optimal investment problem is studied for an investor who can only invest in a financial market modelled by an Itô-Lévy process; with one risk free (bond) and one risky (stock) investment possibility. We present the dynamic programming method and the associated Hamilton-Jacobi-Bellman (HJB) equation to explicitly solve this problem. READ MORE