Essays about: "HJB equation"

Showing result 1 - 5 of 6 essays containing the words HJB equation.

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. 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

4. 3. Solving the Hamilton-Jacobi-Bellman Equation for Route Planning Problems Using Tensor Decomposition

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Albin Mosskull; Kaj Munhoz Arfvidsson; [2020]
   Keywords : Autonomous vehicles; HJB equation; Tensordecomposition; Tensor Train decomposition;

   Abstract : Optimizing routes for multiple autonomous vehiclesin complex traffic situations can lead to improved efficiency intraffic. Attempting to solve these optimization problems centrally,i.e. READ MORE

5. 4. Equilibrium Strategies for Time-Inconsistent Stochastic Optimal Control of Asset Allocation

   University essay from KTH/Optimeringslära och systemteori

   Author : Johan Dimitry El Baghdady; [2017]
   Keywords : Stochastic optimal control; dynamic programming; asset allocation; non-cooperative games; subgame perfect Nash equilibrium; time-inconsistency; dynamic portfolio optimization; mean-variance; state dependent risk aversion; extended Hamilton-Jacobi-Bellman; execution algorithms.; Stokastisk optimal styrning; dynamisk programmering; tillgångsallokering; icke-kooperativa spel; Nashjämvikt; tidsinkonsistens; dynamisk portföljoptimering; avvägning mellan förväntad avkastning och varians; tillståndsberoende riskhantering; utökad Hamilton-Jacobi-;

   Abstract : We have examinined the problem of constructing efficient strategies for continuous-time dynamic asset allocation. In order to obtain efficient investment strategies; a stochastic optimal control approach was applied to find optimal transaction control. READ MORE

6. 5. Study on optimal train movement for minimum energy consumption

   University essay from Akademin för innovation, design och teknik

   Author : Panagiotis Gkortzas; [2013]
   Keywords : Optimal control; train energy consumption; dynamic programming; Hamilton-Jacobi-Bellman equation;

   Abstract : The presented thesis project is a study on train energy consumption calculation and optimal train driving strategies for minimum energy consumption. This study is divided into three parts; the first part is a proposed model for energy consumption calculation for trains based on driving resistances. READ MORE