全资产负债表的双模平均场最优切换问题

Boualem Djehiche, Ali Hamdi
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引用次数: 2

摘要

我们考虑在两种模式之间切换大量生产线的问题,高产量和低产量。切换是基于各自生产线的最优预期利润和成本收益率,并考虑资产负债表的双方。此外,假设所有生产线都通过一个耦合项相互连接,该耦合项是所有最优期望产量的平均值。直观地说,这意味着将每条生产线与所有同类生产线的平均值进行比较,从而作为基准。由于问题的复杂性,我们考虑综合最优期望收益,其中耦合项近似为最优期望收益的平均值。这将问题转化为平均场型的双模最优切换问题,该问题可以用一个Snell包络系统来描述,其中障碍物是相互连接且非线性的。本文的主要结果是证明了Snell包络系统的连续最小解,以及最优切换策略的完整表征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Two-Mode Mean-Field Optimal Switching Problem for the Full Balance Sheet
We consider the problem of switching a large number of production lines between two modes, high production and low production. The switching is based on the optimal expected profit and cost yields of the respective production lines and considers both sides of the balance sheet. Furthermore, the production lines are all assumed to be interconnected through a coupling term, which is the average of all optimal expected yields. Intuitively, this means that each individual production line is compared to the average of all its peers which acts as a benchmark. Due to the complexity of the problem, we consider the aggregated optimal expected yields, where the coupling term is approximated with the mean of the optimal expected yields. This turns the problem into a two-mode optimal switching problem of mean-field type, which can be described by a system of Snell envelopes where the obstacles are interconnected and nonlinear. The main result of the paper is a proof of a continuous minimal solution to the system of Snell envelopes, as well as the full characterization of the optimal switching strategy.
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