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 …
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 …
uncertain nature of future asset returns, employees' wages, and interest rates. To address …
Optimizing the financial management of electronic companies using goal programming model
The swift development and transformation of emerging technologies such as augmented
reality, robotics, biometrics and 3D printing place varying degree of pressure to the …
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 …
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 …
trading policies. Our solution provides a schedule that determines trades in each …
New decision support system for strategic planning in process industries: Computational results
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 …
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 …
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 …
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
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 …
onsidering a future flow of liabilities. Its stochastic nature and multi-period decision structure …
Envelope theorems for multistage linear stochastic optimization
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 …
problems with respect to parameters that influence the problem's data. Our results are based …