Cardinality-constrained portfolio selection based on collaborative neurodynamic optimization

MF Leung, J Wang - Neural Networks, 2022 - Elsevier
Portfolio optimization is one of the most important investment strategies in financial markets.
It is practically desirable for investors, especially high-frequency traders, to consider …

Recent advances in mathematical programming with semi-continuous variables and cardinality constraint

X Sun, X Zheng, D Li - Journal of the Operations Research Society of …, 2013 - Springer
Mathematical programming problems with semi-continuous variables and cardinality
constraint have many applications, including production planning, portfolio selection …

Cardinality-constrained portfolio selection via two-timescale duplex neurodynamic optimization

MF Leung, J Wang, H Che - Neural Networks, 2022 - Elsevier
This paper addresses portfolio selection based on neurodynamic optimization. The portfolio
selection problem is formulated as a biconvex optimization problem with a variable weight in …

A parallel variable neighborhood search algorithm with quadratic programming for cardinality constrained portfolio optimization

MA Akbay, CB Kalayci, O Polat - Knowledge-Based Systems, 2020 - Elsevier
Over the years, portfolio optimization remains an important decision-making strategy for
investment. The most familiar and widely used approach in the field of portfolio optimization …

Cardinality minimization, constraints, and regularization: a survey

AM Tillmann, D Bienstock, A Lodi, A Schwartz - SIAM Review, 2024 - SIAM
We survey optimization problems that involve the cardinality of variable vectors in
constraints or the objective function. We provide a unified viewpoint on the general problem …

A scalable algorithm for sparse portfolio selection

D Bertsimas, R Cory-Wright - INFORMS Journal on …, 2022 - pubsonline.informs.org
The sparse portfolio selection problem is one of the most famous and frequently studied
problems in the optimization and financial economics literatures. In a universe of risky …

[HTML][HTML] A portfolio stock selection model based on expected utility, entropy and variance

I Brito - Expert Systems with Applications, 2023 - Elsevier
In the context of investment decision-making, the selection of stocks is important for a
successful construction of portfolios. In this paper the expected utility, entropy and variance …

[PDF][PDF] Mathematical programming models for portfolio optimization problem: A review

M Mokhtar, A Shuib, D Mohamad - International Journal of Mathematical …, 2014 - Citeseer
Portfolio optimization problem has received a lot of attention from both researchers and
practitioners over the last six decades. This paper provides an overview of the current state …

Portfolio selection with exploration of new investment assets

LDG Aquino, D Sornette, MS Strub - European Journal of Operational …, 2023 - Elsevier
We introduce a model for portfolio selection with an extendable investment universe where
an agent with mean-variance preferences faces a trade-off between exploiting existing and …

Computing cardinality constrained portfolio selection efficient frontiers via closest correlation matrices

RE Steuer, Y Qi, M Wimmer - European Journal of Operational Research, 2024 - Elsevier
In this paper, we demonstrate a completely new approach for computing cardinality
constrained mean-variance efficient frontiers. By cardinality constrained, it is meant that if …