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An impulse control of a geometric Brownian motion with quadratic costs

机译:具有二次成本的几何布朗运动的脉冲控制

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摘要

We examine an optimal impulse control problem of a stochastic system whose state follows a geometric Brownian motion. We suppose that, when an agent intervenes in the system, it requires costs consisting of a quadratic form of the system state. Besides the intervention costs, running costs are continuously incurred to the system, and they are also of a quadratic form. Our objective is to find an optimal impulse control of minimizing the expected total discounted sum of the intervention costs and running costs incurred over the infinite time horizon. In order to solve this problem, we formulate it as a stochastic impulse control problem, which is approached via quasi-variational inequalities (QVI). Under a suitable set of sufficient conditions on the given problem parameters, we prove the existence of an optimal impulse control such that, whenever the system state reaches a certain level, the agent intervenes in the system. Consequently it instantaneously reduces to another level. (c) 2004 Elsevier B.V. All rights reserved.
机译:我们研究了状态遵循几何布朗运动的随机系统的最优脉冲控制问题。我们假设,当一个代理干预系统时,它需要由系统状态的二次形式组成的成本。除了干预成本之外,系统还会不断产生运行成本,并且它们也是二次方的。我们的目标是找到一种最佳的脉冲控制,以最大程度地减少在无限长的时间范围内产生的干预成本和运行成本的预期总折现额。为了解决这个问题,我们将其表述为一个随机脉冲控制问题,通过拟变分不等式(QVI)来解决。在给定的问题参数的一组适当的充分条件下,我们证明了最优脉冲控制的存在,这样,只要系统状态达到一定水平,代理就会干预系统。因此,它立即降低到另一个水平。 (c)2004 Elsevier B.V.保留所有权利。

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