Computational approaches and data analytics in financial services: A literature review

D Andriosopoulos, M Doumpos… - Journal of the …, 2019 - Taylor & Francis
The level of modeling sophistication in financial services has increased considerably over
the years. Nowadays, the complexity of financial problems and the vast amount of data …

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 …

Optimizing the financial management of electronic companies using goal programming model

LW Hoe, LW Siew, LP Fun - Journal of Physics: Conference …, 2021 - iopscience.iop.org
The swift development and transformation of emerging technologies such as augmented
reality, robotics, biometrics and 3D printing place varying degree of pressure to the …

A study of asset and liability management applied to Brazilian pension funds

W Bernardino, R Falcão, R Ospina, FC de Souza… - European Journal of …, 2024 - Elsevier
Abstract Asset and Liability Management (ALM) is a critical framework for pension funds,
ensuring they have sufficient assets to meet future liabilities (pension payments) while …

Foreign exchange trading and management with the stochastic dual dynamic programming method

L Reus, GA Sepúlveda-Hurtado - Financial Innovation, 2023 - Springer
We present a novel tool for generating speculative and hedging foreign exchange (FX)
trading policies. Our solution provides a schedule that determines trades in each …

New decision support system for strategic planning in process industries: Computational results

G Dutta, N Gupta, J Mandal, MK Tiwari - Computers & Industrial …, 2018 - Elsevier
The impact of a Stochastic Linear Programming (SLP) based Decision Support System in a
manufacturing company, such as an integrated aluminum plant, is measured by two …

Can asset allocation limits determine portfolio risk–return profiles in DC pension schemes?

T Gutierrez, B Pagnoncelli, D Valladão… - Insurance: Mathematics …, 2019 - Elsevier
In defined contribution (DC) pension schemes, the regulator usually imposes asset
allocation constraints (minimum and maximum limits by asset class) in order to create funds …

Portfolio Optimization with Asset‐Liability Ratio Regulation Constraints

DL Sheng, P Shen - Complexity, 2020 - Wiley Online Library
This paper considers both a top regulation bound and a bottom regulation bound imposed
on the asset‐liability ratio at the regulatory time T to reduce risks of abnormal high‐speed …

A deep reinforcement learning approach to asset-liability management

A Fontoura, D Haddad, E Bezerra - 2019 8th Brazilian …, 2019 - ieeexplore.ieee.org
Asset-Liability Management (ALM) is a technique used to optimize investment portfolios,
onsidering a future flow of liabilities. Its stochastic nature and multi-period decision structure …

Envelope theorems for multistage linear stochastic optimization

G Terça, D Wozabal - Operations Research, 2021 - pubsonline.informs.org
We propose a method to compute derivatives of multistage linear stochastic optimization
problems with respect to parameters that influence the problem's data. Our results are based …