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Hauptverfasser: Cui, Xiangyu, Gao, Jianjun, Kong, Lingjie
Format: Preprint
Veröffentlicht: 2024
Schlagworte:
Online-Zugang:https://arxiv.org/abs/2403.18528
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author Cui, Xiangyu
Gao, Jianjun
Kong, Lingjie
author_facet Cui, Xiangyu
Gao, Jianjun
Kong, Lingjie
contents This study addresses limited attention allocation in a stochastic linear quadratic system with multiplicative noise. Our approach enables strategic resource allocation to enhance noise estimation and improve control decisions. We provide analytical optimal control and propose a numerical method for optimal attention allocation. Additionally, we apply our ffndings to dynamic mean-variance portfolio selection, showing effective resource allocation across time periods and factors, providing valuable insights for investors.
format Preprint
id arxiv_https___arxiv_org_abs_2403_18528
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Limited Attention Allocation in a Stochastic Linear Quadratic System with Multiplicative Noise
Cui, Xiangyu
Gao, Jianjun
Kong, Lingjie
Optimization and Control
Mathematical Finance
This study addresses limited attention allocation in a stochastic linear quadratic system with multiplicative noise. Our approach enables strategic resource allocation to enhance noise estimation and improve control decisions. We provide analytical optimal control and propose a numerical method for optimal attention allocation. Additionally, we apply our ffndings to dynamic mean-variance portfolio selection, showing effective resource allocation across time periods and factors, providing valuable insights for investors.
title Limited Attention Allocation in a Stochastic Linear Quadratic System with Multiplicative Noise
topic Optimization and Control
Mathematical Finance
url https://arxiv.org/abs/2403.18528