Assume that the performance of the asset manager is
based on the relative performance. When the remuneration scheme is
set to be a convex function of the relative performance, we
investigate the asset allocation problem of an asset manager by
maximizing the expected utility of the remuneration under portfolio
and VaR constraints. We first apply the Lagrange duality theory to
solve the VaR constraint-free maximization problem with fixed
Lagrange multipliers and then find the correct Lagrange multipliers
that makes the optimal solution of the unconstrained problem the
same one for the VaR-constrained problem. The closed-form
expressions for the optimal relative performance and tracking error
are derived. Numerical results show that the convex scheme can
induce the asset manager to take more risk. However, VaR constraint
can improve the risk management for the bad economic states.
DONG Yinghui , WEI Siyuan, YIN Zihan.
Optimal Asset Allocation Based on Relative Performance Under
Portfolio and VaR Constraints. Journal of Systems Science and Mathematical Sciences, 2021, 41(9): 2505-2519 https://doi.org/10.12341/jssms20495