A hybrid approach to cardinality constraint portfolio selection problem based on nonlinear neural network and genetic algorithm

[1]  H. Konno,et al.  Mean-absolute deviation portfolio optimization model and its applications to Tokyo stock market , 1991 .

[2]  Duan Li,et al.  OPTIMAL LOT SOLUTION TO CARDINALITY CONSTRAINED MEAN–VARIANCE FORMULATION FOR PORTFOLIO SELECTION , 2006 .

[3]  H. Markowitz The Utility of Wealth , 1952, Journal of Political Economy.

[4]  Francesco Cesarone,et al.  A linear risk-return model for enhanced indexation in portfolio optimization , 2015, OR Spectr..

[5]  Akbar Esfahanipour,et al.  A novel multi period mean-VaR portfolio optimization model considering practical constraints and transaction cost , 2019, J. Comput. Appl. Math..

[6]  Shurong Li,et al.  A class of multi-period semi-variance portfolio selection with a four-factor futures price model , 2008 .

[7]  Yazid M. Sharaiha,et al.  Heuristics for cardinality constrained portfolio optimisation , 2000, Comput. Oper. Res..

[8]  Yusif Simaan Estimation risk in portfolio selection: the mean variance model versus the mean absolute deviation model , 1997 .

[9]  Andrea G. B. Tettamanzi,et al.  A genetic approach to portfolio selection , 1993 .

[10]  Hiroshi Konno,et al.  Portfolio optimization problem under concave transaction costs and minimal transaction unit constraints , 2001, Math. Program..

[11]  Jun Wang,et al.  A deterministic annealing neural network for convex programming , 1994, Neural Networks.

[12]  Shalini Bhatia,et al.  Portfolio Return Modelling Using ANFIS , 2012 .

[13]  Philippe Jorion,et al.  Risk2: Measuring the Risk in Value at Risk , 1996 .

[14]  Daniel Bienstock,et al.  Computational study of a family of mixed-integer quadratic programming problems , 1995, Math. Program..

[15]  Michael A. Shanblatt,et al.  A two-phase optimization neural network , 1992, IEEE Trans. Neural Networks.

[16]  Francesco Cesarone,et al.  Real-world datasets for portfolio selection and solutions of some stochastic dominance portfolio models , 2016, Data in brief.

[17]  Zili Zhang,et al.  Uncertain portfolio selection with mental accounts and realistic constraints , 2019, J. Comput. Appl. Math..

[18]  Francesco Cesarone,et al.  Innovative Applications of O.R. On exact and approximate stochastic dominance strategies for portfolio selection , 2018 .

[19]  Maria Grazia Speranza,et al.  Kernel Search: An application to the index tracking problem , 2012, Eur. J. Oper. Res..

[20]  John E. Beasley,et al.  Mixed-integer programming approaches for index tracking and enhanced indexation , 2009, Eur. J. Oper. Res..

[21]  Arthur Charpentier,et al.  Estimating allocations for Value-at-Risk portfolio optimization , 2009, Math. Methods Oper. Res..

[22]  John J. Hopfield,et al.  Simple 'neural' optimization networks: An A/D converter, signal decision circuit, and a linear programming circuit , 1986 .

[23]  Youshen Xia A new neural network for solving linear programming problems and its application , 1996, IEEE Trans. Neural Networks.