A comprehensive review of deterministic models and applications for mean-variance portfolio optimization

CB Kalayci, O Ertenlice, MA Akbay - Expert Systems with Applications, 2019 - Elsevier
Portfolio optimization is the process of determining the best combination of securities and
proportions with the aim of having less risk and obtaining more profit in an investment …

A new method for mean-variance portfolio optimization with cardinality constraints

F Cesarone, A Scozzari, F Tardella - Annals of Operations Research, 2013 - Springer
Several portfolio selection models take into account practical limitations on the number of
assets to include and on their weights in the portfolio. We present here a study of the Limited …

Mean-semivariance optimization: A heuristic approach

J Estrada - Journal of Applied Finance (Formerly Financial …, 2008 - papers.ssrn.com
Academics and practitioners optimize portfolios using the mean-variance approach far more
often than the mean-semivariance approach, despite the fact that semi-variance is often …

Portfolio selection problems with Markowitz's mean–variance framework: a review of literature

Y Zhang, X Li, S Guo - Fuzzy Optimization and Decision Making, 2018 - Springer
Since the pioneering work of Harry Markowitz, mean–variance portfolio selection model has
been widely used in both theoretical and empirical studies, which maximizes the investment …

Mean-VaR portfolio optimization: A nonparametric approach

KT Lwin, R Qu, BL MacCarthy - European Journal of Operational Research, 2017 - Elsevier
Portfolio optimization involves the optimal assignment of limited capital to different available
financial assets to achieve a reasonable trade-off between profit and risk. We consider an …

Mean–variance portfolio optimization when means and covariances are unknown

TL Lai, H Xing, Z Chen - 2011 - projecteuclid.org
Mean-variance portfolio optimization when means and covariances are unknown Page 1 The
Annals of Applied Statistics 2011, Vol. 5, No. 2A, 798–823 DOI: 10.1214/10-AOAS422 © Institute …

Worst-case robust decisions for multi-period mean–variance portfolio optimization

N Gülpınar, B Rustem - European Journal of Operational Research, 2007 - Elsevier
In this paper, we extend the multi-period mean–variance optimization framework to worst-
case design with multiple rival return and risk scenarios. Our approach involves a min–max …

Mean‐semivariance efficient frontier: a downside risk model for portfolio selection

E Ballestero - Applied Mathematical Finance, 2005 - Taylor & Francis
An ongoing stream in financial analysis proposes mean‐semivariance in place of mean‐
variance as an alternative approach to portfolio selection, since segments of investors are …

Optimal lot solution to cardinality constrained mean–variance formulation for portfolio selection

D Li, X Sun, J Wang - Mathematical Finance: An International …, 2006 - Wiley Online Library
The pioneering work of the mean–variance formulation proposed by Markowitz in the 1950s
has provided a scientific foundation for modern portfolio selection. Although the trade …

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 …