Robust portfolio optimization: a categorized bibliographic review

P Xidonas, R Steuer, C Hassapis - Annals of Operations Research, 2020 - Springer
Robust portfolio optimization refers to finding an asset allocation strategy whose behavior
under the worst possible realizations of the uncertain inputs, eg, returns and covariances, is …

Robust portfolio selection problems: a comprehensive review

A Ghahtarani, A Saif, A Ghasemi - Operational Research, 2022 - Springer
This paper reviews recent advances in robust portfolio selection problems and their
extensions, from both operational research and financial perspectives. A multi-dimensional …

A novel two-phase robust portfolio selection and optimization approach under uncertainty: A case study of Tehran stock exchange

P Peykani, E Mohammadi, A Jabbarzadeh… - Plos one, 2020 - journals.plos.org
Portfolio construction is one of the most critical problems in financial markets. In this paper, a
new two-phase robust portfolio selection and optimization approach is proposed to deal with …

Robust mean-risk portfolio optimization using machine learning-based trade-off parameter

L Min, J Dong, J Liu, X Gong - Applied Soft Computing, 2021 - Elsevier
Conservatism is the notorious problem of the worst-case robust portfolio optimization, and
this issue has raised broad discussion in academia. To this end, we propose the hybrid …

Robust multi-period portfolio selection based on downside risk with asymmetrically distributed uncertainty set

A Ling, J Sun, M Wang - European Journal of Operational Research, 2020 - Elsevier
Motivated by the asymmetrical attitudes of investors towards downside losses and upside
gains, this paper proposes a robust multi-period portfolio selection model based on …

Optimization of asset and liability management of banks with minimum possible changes

P Peykani, M Sargolzaei, MH Botshekan… - Mathematics, 2023 - mdpi.com
Asset-Liability Management (ALM) of banks is defined as simultaneous planning of all bank
assets and liabilities under different conditions and its purpose is to maximize profits and …

[图书][B] Portfolio construction and analytics

FJ Fabozzi, DA Pachamanova - 2016 - books.google.com
A detailed, multi-disciplinary approach to investment analytics Portfolio Construction and
Analytics provides an up-to-date understanding of the analytic investment process for …

Recent advancements in robust optimization for investment management

JH Kim, WC Kim, FJ Fabozzi - Annals of Operations Research, 2018 - Springer
Robust optimization has become a widely implemented approach in investment
management for incorporating uncertainty into financial models. The first applications were …

Worst-case Conditional Value at Risk for asset liability management: A framework for general loss functions

A Ghahtarani, A Saif, A Ghasemi - European Journal of Operational …, 2024 - Elsevier
Asset–liability management (ALM) is a challenging task faced by pension funds due to the
uncertain nature of future asset returns, employees' wages, and interest rates. To address …

A GA-simheuristic for the stochastic and multi-period portfolio optimisation problem with liabilities

A Nieto, M Serra, AA Juan, C Bayliss - Journal of Simulation, 2023 - Taylor & Francis
The efficient management of assets to cover a firm's liabilities over a multi-period horizon is
a relevant challenge for many financial companies. Even in its deterministic version, this …