Multiportfolio optimization with CVaR risk measure

Qiqi Zhang1
1Supply Chain and Logistics Optimization Research Center, University of Windsor, Windsor, Canada

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Almgren R, Thum C, Hauptmann E, Li H (2005) Direct estimation of equity market impact. Risk 18(7):58–62

Artzner P, Delbaen F, Eber J-M, Heath D (1999) Coherent measures of risk. Math Financ 9(3):203–228

Coase R (1937) The nature of the firm. Economica 4(16):386–405

Coase R (1960) The problem of social cost. J Law Econ 3:1–44

Fabian C (2008) Handling CVaR objectives and constraints in two-stage stochastic models. Eur J Oper Res 191:888–911

Fabozzi J, Pachamanova D (2010) Simulation and optimization in finance: modelling with MATLAB,@risk, or VBA. Business & Economics

Iancu DA, Trichakis N (2014) Fairness and efficiency in multiportfolio optimization. Oper Res 62(6):1285–1301

Ji R, Lejeune MA (2018) Risk-budgeting multi-portfolio optimization with portfolio and marginal risk constraints. Ann Oper Res 262(2):547–578

Lejeune MA, Shen S (2016) Multi-objective probabilistically constrained programs with variable risk: models for multi-portfolio financial optimization. Eur J Oper Res 252(2):522–539

Meng Z, Jiang M, Hu Q (2011) Dynamic CVaR with multi-period risk problems. J Syst Sci Complex 24:907–918

Najafi AA, Mushakhian S (2015) Multi-stage stochastic mean-semivariance-CVaR optimization under transaction costs. Appl Math Comput 256:445–458

Numtech, (2012). Basel Committee Proposes Using Expected Shortfall Instead of VaR in Market Risk Management: http://www.numtech.com/news/basel-committee-proposes-expected-shortfall/ . Accessed 26 Feb 2016

O’Cinneide C, Scherer B, Xu X (2006) Pooling trades in a quantitative investment process. J Portf Manag 32(4):33–43

Rockafellar RT, Uryasev S (2000a) Optimization of conditional value-at-risk. J Risk 2:21–42

Rockafellar RT, Uryasev S (2000b) Optimization of conditional value-at-risk: optimization algorithms and applications. Computational Intelligence for Financial Engineering:49–57

Rockafellar RT, Uryasev S (2002) Conditional value-at-risk for general loss distributions. J Bank Financ 26:1443–1471

Sarykalin S, Serraino G, Uryasev S (2008) Value-at-risk vs. conditional value-at-risk in risk management and optimization. Conference Paper, INFORMS. https://doi.org/10.1287/educ.1080.0052

Savelsbergh, M.W.P., Stubbs, R.A., Vandenbussche, D., (2010), Multiportfolio optimization: A natural next step. Guerard JB, ed. Handbook of Portfolio Construction (Springer, New York), 565–581

Securities and Exchange Commission, (2011), General information on the regulation of investment advisers. http://www.sec.gov/divisions/investment/iaregulation/memoia.htm . Accessed 26 Feb 2016

Stubbs, R., Vandenbussche, D., (2009) Multiportfolio Optimization and Fairness in Allocation of Trades, White paper, Axioma Inc. Research Paper, No. 013

Takano Y, Gotoh J (2011) Constant rebalanced portfolio optimization under nonlinear transaction costs. Asia-Pacific Finan Markets 18:191–211

Wang MH, Li C, Xue HG, Xu FM (2014) A new portfolio rebalancing model with transaction costs. J Appl Math

Yang Y, Rubio F, Scutari G (2013) Multiportfolio optimization: a potential game approach. IEEE Transactions on Signal Professing 61(22):5590–5602

Zhang X, Zhang K (2009) Using genetic algorithm to solve a new multi-period stochastic optimization model. J Comput Appl Math 231:114–123