Optimal control of non-linear advertising models with replenishable budget

IF 2 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS
R. Hartl
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引用次数: 2

Abstract

This paper deals with an optimal advertising model with two state variables. The revenue and efficiency functions are concave. The aim is to choose the rate of advertising expenditures over time in a way that maximizes the present value of net profit streams over an infinite horizon subject to a replenishable budget. It is shown that the optimal advertising expenditures start at a high level and decrease over time if the initial stock of goodwill is low. Low initial budget as well as low initial stock of goodwill can cause shortness of budget. It turns out that, in contrast to comparable linear models, the remaining budget is always positive.
具有可补充预算的非线性广告模型的最优控制
本文研究了一个具有两个状态变量的最优广告模型。收益和效率函数是凹的。其目的是选择广告支出随时间的比率,以使在无限范围内净利润流的现值最大化,并受制于可补充的预算。研究表明,在商誉初始存量较低的情况下,最优广告支出从较高水平开始,随着时间的推移而减少。较低的初始预算以及较低的初始商誉存量会导致预算短缺。事实证明,与可比较的线性模型相比,剩余预算总是正的。
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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来源期刊
Optimal Control Applications & Methods
Optimal Control Applications & Methods 工程技术-应用数学
CiteScore
3.90
自引率
11.10%
发文量
108
审稿时长
3 months
期刊介绍: Optimal Control Applications & Methods provides a forum for papers on the full range of optimal and optimization based control theory and related control design methods. The aim is to encourage new developments in control theory and design methodologies that will lead to real advances in control applications. Papers are also encouraged on the development, comparison and testing of computational algorithms for solving optimal control and optimization problems. The scope also includes papers on optimal estimation and filtering methods which have control related applications. Finally, it will provide a focus for interesting optimal control design studies and report real applications experience covering problems in implementation and robustness.
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