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英文标题:
《Optimal execution with dynamic risk adjustment》 --- 作者: Xue Cheng, Marina Di Giacinto, and Tai-Ho Wang --- 最新提交年份: 2019 --- 英文摘要: This paper considers the problem of optimal liquidation of a position in a risky security in a financial market, where price evolution are risky and trades have an impact on price as well as uncertainty in the filling orders. The problem is formulated as a continuous time stochastic optimal control problem aiming at maximizing a generalized risk-adjusted profit and loss function. The expression of the risk adjustment is derived from the general theory of dynamic risk measures and is selected in the class of $g$-conditional risk measures. The resulting theoretical framework is nonclassical since the target function depends on backward components. We show that, under a quadratic specification of the driver of a backward stochastic differential equation, it is possible to find a closed form solution and an explicit expression of the optimal liquidation policies. In this way it is immediate to quantify the impact of risk-adjustment on the profit and loss and on the expression of the optimal liquidation policies. --- 中文摘要: 本文研究了金融市场中风险证券头寸的最优清算问题,其中价格演变是有风险的,交易对价格有影响,并且在填充指令中存在不确定性。该问题被描述为一个连续时间随机最优控制问题,目标是使广义风险调整损益函数最大化。风险调整的表达式源自动态风险度量的一般理论,并选择在$g$-条件风险度量类别中。由于目标函数依赖于后向分量,因此得到的理论框架是非经典的。我们证明,在倒向随机微分方程驱动的二次型规范下,可以找到最优清算策略的闭式解和显式表达式。通过这种方式,可以立即量化风险调整对损益和最优清算政策表达的影响。 --- 分类信息: 一级分类:Quantitative Finance 数量金融学 二级分类:Mathematical Finance 数学金融学 分类描述:Mathematical and analytical methods of finance, including stochastic, probabilistic and functional analysis, algebraic, geometric and other methods 金融的数学和分析方法,包括随机、概率和泛函分析、代数、几何和其他方法 -- --- PDF下载: --> |
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