Essays about: "Stochastic dynamic programming"
Showing result 1 - 5 of 19 essays containing the words Stochastic dynamic programming.
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1. Merton's Portfolio Problem under Jourdain--Sbai Model
University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikationAbstract : 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
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2. Merton's Portfolio Problem under Grezelak-Oosterlee-Van Veeren Model
University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikationAbstract : 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
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3. Optimal Control of An Energy Storage System Providing Fast Charging and Ancillary Services
University essay from KTH/Optimeringslära och systemteoriAbstract : In this thesis, we explore the potential of financing a fast charging system with energy storage by delivering ancillary services from the energy storage in an optimal way. Specifically, a system delivering frequency regulation services FCR-D Up and FCR-D Down in combination with energy arbitrage trading is considered. READ MORE
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4. On Merton's Portfolio Problem : A Stochastic Optimal Control Problem
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : 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
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5. Deep learning for portfolio optimization
University essay from Linnéuniversitetet/Institutionen för matematik (MA)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