Optimising Income Drawdown in the Dual Space

Paul Emms
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Abstract

One attractive objective for a pensioner using the income drawdown option is to minimise the deviation of the pension fund from a prescribed deterministic target. Typically, this problem is formulated as a linear-quadratic optimal control problem, which has the shortcoming that over-performance of the fund is penalised as much as underperformance. If one adopts an asymmetric terminal loss function then it is not clear how to solve the optimisation problem. However, the dual optimisation problem suggests a particular asymmetric utility function, which expresses the pensioner's preference for the annuity rate at compulsory annuitisation. The transformation between the state variable and its dual is quadratic under this utility function, so that conversion between spaces is straightforward. Using this technique, simulation of the optimal controls reveals the effect of asymmetric preferences on the optimal investment and consumption during income drawdown. One feature of the asymmetric objective is that it can be optimal not to make any risky investment at all, but if and when this occurs depends strongly on the target drawdown rate.
二元空间下的收入递减优化
对于使用收入提取选项的养老金领取者来说,一个有吸引力的目标是尽量减少养老金与规定的确定性目标的偏差。通常,这个问题被表述为一个线性二次最优控制问题,它的缺点是,基金表现优异和表现不佳同样会受到惩罚。如果采用非对称终端损失函数,那么如何解决优化问题就不清楚了。然而,双重优化问题提出了一个特殊的非对称效用函数,它表达了养老金领取者对强制性年金化时的年金率的偏好。状态变量和它的对偶函数之间的变换在这个效用函数下是二次的,所以空间之间的变换是直接的。利用这一技术,模拟了最优控制,揭示了不对称偏好对收入下降时最优投资和消费的影响。不对称目标的一个特征是,完全不进行任何风险投资可能是最优的,但这种情况是否发生以及何时发生,在很大程度上取决于目标缩减率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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