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 …

Financial constraints and firm productivity: Evidence from Chinese manufacturing

M Jin, S Zhao, SC Kumbhakar - European Journal of Operational Research, 2019 - Elsevier
This paper explores the link between financial constraints and productivity using firm-level
data from Chinese manufacturing industries. Based on a dynamic optimization model which …

A two-stage stochastic programming approach for value-based closed-loop supply chain network design

H Badri, SMTF Ghomi, TH Hejazi - Transportation Research Part E …, 2017 - Elsevier
The ultimate goal for almost all companies in the current business world is to increase their
value; therefore, managers concentrate their efforts on the control of value drivers. This …

A multi-objective multi-stage stochastic model for project team formation under uncertainty in time requirements

F Rahmanniyay, AJ Yu, J Seif - Computers & Industrial Engineering, 2019 - Elsevier
Team formation is one of the key stages in project management. The cost associated with
the individuals who form a team and the quality of the tasks completed by the team are two …

Asset liability management for open pension schemes using multistage stochastic programming under Solvency-II-based regulatory constraints

TB Duarte, DM Valladão, Á Veiga - Insurance: Mathematics and Economics, 2017 - Elsevier
Open private pension schemes are subject to risk-based regulation. In this context, asset
and liability management (ALM) frameworks for pension plan operators are increasingly …

A multistage stochastic programming asset-liability management model: an application to the Brazilian pension fund industry

AD de Oliveira, TP Filomena, MS Perlin… - Optimization and …, 2017 - Springer
This paper proposes a multistage stochastic programming approach for the asset-liability
management of Brazilian pension funds. We generate asset price scenarios with stochastic …

Time-consistent risk-constrained dynamic portfolio optimization with transactional costs and time-dependent returns

D Valladão, T Silva, M Poggi - Annals of Operations Research, 2019 - Springer
Dynamic portfolio optimization has a vast literature exploring different simplifications by
virtue of computational tractability of the problem. Previous works provide solution methods …

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 …

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 …

Impact of liquidity risk on variations in efficiency and productivity: A panel gamma simulated maximum likelihood estimation

S Shaik - European Journal of Operational Research, 2015 - Elsevier
The objective of this study is to assess the importance of short-and long-run liquidity or debt
risk on technical inefficiency and productivity. An alternative panel estimator of normal …