A metaheuristic-based framework for index tracking with practical constraints

MC Yuen, SC Ng, MF Leung, H Che - Complex & Intelligent Systems, 2022 - Springer
Recently, numerous investors have shifted from active strategies to passive strategies
because the passive strategy approach affords stable returns over the long term. Index …

A constrained portfolio selection model at considering risk-adjusted measure by using hybrid meta-heuristic algorithms

IB Salehpoor, S Molla-Alizadeh-Zavardehi - Applied Soft Computing, 2019 - Elsevier
Portfolio selection is a key issue in the business world and financial fields. This article
presents a new decision making method of portfolio optimization (PO) issues in different risk …

A systematic literature review on solution approaches for the index tracking problem

JCS Silva, AT de Almeida Filho - IMA Journal of Management …, 2024 - academic.oup.com
Abstract Accepted by: Giorgio Consigli The passive management approach offers
conservative investors a way to reduce risk concerning the market. This investment strategy …

Equity portfolio management with cardinality constraints and risk parity control using multi-objective particle swarm optimization

M Kaucic - Computers & Operations Research, 2019 - Elsevier
The financial crisis and the market uncertainty of the last years have pointed out the
shortcomings of traditional portfolio theory to adequately manage the different sources of risk …

Lasso-based index tracking and statistical arbitrage long-short strategies

LR Sant'Anna, JF Caldeira, TP Filomena - The North American Journal of …, 2020 - Elsevier
In this paper, we apply the lasso-type regression to solve the index tracking (IT) and the long-
short investing strategies. In both cases, our objective is to exploit the mean-reverting …

Index tracking through deep latent representation learning

S Kim, S Kim - Quantitative Finance, 2020 - Taylor & Francis
We consider the problem of index tracking whose goal is to construct a portfolio that
minimizes the tracking error between the returns of a benchmark index and the tracking …

Risk measure index tracking model

LR Sant'Anna, MB Righi, FM Müller… - International Review of …, 2022 - Elsevier
We take a standard index tracking (IT) optimization model and include seven risk measures
as constraints, as we seek to estimate portfolios that not only aim at tracking the market …

A kind of new time-weighted nonnegative lasso index-tracking model and its application

Q Chen, Q Hu, H Yang, K Qi - The North American Journal of Economics …, 2022 - Elsevier
This study describes improved index-tracking methods to replicate the target index's market
performance in a high-dimensional sparse linear regression with nonnegative constraints on …

Tracking and outperforming large stock-market indices

M Gnägi, O Strub - Omega, 2020 - Elsevier
Enhanced index-tracking funds aim to achieve a small target excess return over a given
financial benchmark index with minimum additional risk relative to this index, ie, a minimum …

Sparse portfolio selection with uncertain probability distribution

R Huang, S Qu, X Yang, F Xu, Z Xu, W Zhou - Applied Intelligence, 2021 - Springer
Designed as remedies for uncertain parameters and tiny optimal weights in the portfolio
selection problem, we consider a class of distributionally robust portfolio optimization …