Status | 已发表Published |
Title | Portfolio optimization with a prescribed terminal wealth distribution |
Creator | |
Date Issued | 2022 |
Source Publication | Quantitative Finance
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ISSN | 1469-7688 |
Volume | 22Issue:2Pages:333-347 |
Abstract | This paper studies a portfolio allocation problem, where the goal is to reach a prescribed wealth distribution at a final time. We study this problem with the tools of optimal mass transport. We provide a dual formulation which is solved with a gradient descent algorithm. This involves solving an associated Hamilton–Jacobi–Bellman and Fokker–Planck equations with a finite difference method. Numerical examples for various prescribed terminal distributions are given, showing that we can successfully reach attainable targets. We then consider adding consumption during the investment process, to take into account distributions that are either not attainable, or sub-optimal. |
Keyword | Fokker–Planck HJB Optimal mass transport Portfolio allocation Wealth distribution target |
DOI | 10.1080/14697688.2021.1967432 |
URL | View source |
Indexed By | SCIE ; SSCI |
Language | 英语English |
WOS Research Area | Business & Economics ; Mathematics ; Mathematical Methods In Social Sciences |
WOS Subject | Business, Finance ; Economics ; Mathematics, Interdisciplinary Applications ; Social Sciences, Mathematical Methods |
WOS ID | WOS:000696874000001 |
Scopus ID | 2-s2.0-85115172222 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/9641 |
Collection | Research outside affiliated institution |
Corresponding Author | Ning, Wei |
Affiliation | 1.School of Mathematical Sciences,Monash University,Melbourne,Australia 2.Centre for Quantitative Finance and Investment Strategies,Monash University,Melbourne,Australia 3.Data61,Commonwealth Scientific and Industrial Research Organisation,Docklands,Australia |
Recommended Citation GB/T 7714 | Guo, Ivan,Langrené, Nicolas,Loeper, Grégoireet al. Portfolio optimization with a prescribed terminal wealth distribution[J]. Quantitative Finance, 2022, 22(2): 333-347. |
APA | Guo, Ivan, Langrené, Nicolas, Loeper, Grégoire, & Ning, Wei. (2022). Portfolio optimization with a prescribed terminal wealth distribution. Quantitative Finance, 22(2), 333-347. |
MLA | Guo, Ivan,et al."Portfolio optimization with a prescribed terminal wealth distribution". Quantitative Finance 22.2(2022): 333-347. |
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