Determination of Singular Control in the Optimal Management of Natural Resources

IF 1.6 2区 数学 Q2 MATHEMATICS, APPLIED
Chris Guiver, Mark R. Opmeer
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引用次数: 0

Abstract

A method is presented to simplify the determination of solutions of certain optimal control problems which commonly arise in natural resource management and bioeconomic contexts. The method, termed the resource-value balance method, essentially leverages an equivalent formulation of the original optimal control problem and, as described, in certain cases the method obviates the need for classical tools from optimal control theory, such as the Pontryagin Principle. Indeed, in these cases the method reduces the original problem to one solvable with elementary calculus techniques. Further, the solution provided by the resource-value balance method is shown to equal the singular solution of an associated (and more commonly considered) input-constrained optimal control problem, providing insight into the nature of singular control in this context. The theory is illustrated with examples from bioeconomics.

自然资源最优管理中奇异控制的确定
本文介绍了一种简化确定某些最优控制问题解决方案的方法,这些问题通常出现在自然资源管理和生物经济领域。该方法被称为资源价值平衡法,本质上利用了原始最优控制问题的等效表述,而且正如所描述的那样,在某些情况下,该方法无需使用最优控制理论的经典工具,如庞特里亚金原理。事实上,在这些情况下,该方法可将原始问题简化为一个可用基本微积分技术求解的问题。此外,资源价值平衡法所提供的解被证明等同于一个相关的(也是更常见的)输入受限最优控制问题的奇异解,从而让人们深入了解奇异控制在这种情况下的本质。该理论以生物经济学中的实例加以说明。
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
CiteScore
3.30
自引率
5.60%
发文量
103
审稿时长
>12 weeks
期刊介绍: The Applied Mathematics and Optimization Journal covers a broad range of mathematical methods in particular those that bridge with optimization and have some connection with applications. Core topics include calculus of variations, partial differential equations, stochastic control, optimization of deterministic or stochastic systems in discrete or continuous time, homogenization, control theory, mean field games, dynamic games and optimal transport. Algorithmic, data analytic, machine learning and numerical methods which support the modeling and analysis of optimization problems are encouraged. Of great interest are papers which show some novel idea in either the theory or model which include some connection with potential applications in science and engineering.
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