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时变贴现率下的鱼类种群最优捕捞。

Optimal harvesting of fish stocks under a time-varying discount rate.

机构信息

Department of Engineering Science, University of Oxford, Parks Road, Oxford OX1 3PJ, United Kingdom.

出版信息

J Theor Biol. 2011 Jan 21;269(1):166-73. doi: 10.1016/j.jtbi.2010.10.002. Epub 2010 Oct 20.

Abstract

Optimal control theory has been extensively used to determine the optimal harvesting policy for renewable resources such as fish stocks. In such optimisations, it is common to maximise the discounted utility of harvesting over time, employing a constant time discount rate. However, evidence from human and animal behaviour suggests that we have evolved to employ discount rates which fall over time, often referred to as "hyperbolic discounting". This increases the weight on benefits in the distant future, which may appear to provide greater protection of resources for future generations, but also creates challenges of time-inconsistent plans. This paper examines harvesting plans when the discount rate declines over time. With a declining discount rate, the planner reduces stock levels in the early stages (when the discount rate is high) and intends to compensate by allowing the stock level to recover later (when the discount rate will be lower). Such a plan may be feasible and optimal, provided that the planner remains committed throughout. However, in practice there is a danger that such plans will be re-optimized and adjusted in the future. It is shown that repeatedly restarting the optimization can drive the stock level down to the point where the optimal policy is to harvest the stock to extinction. In short, a key contribution of this paper is to identify the surprising severity of the consequences flowing from incorporating a rather trivial, and widely prevalent, "non-rational" aspect of human behaviour into renewable resource management models. These ideas are related to the collapse of the Peruvian anchovy fishery in the 1970's.

摘要

最优控制理论被广泛用于确定可再生资源(如鱼类种群)的最优捕捞策略。在这种优化中,通常通过使用恒定的时间折扣率来最大化随时间推移的捕捞收益的贴现效用。然而,来自人类和动物行为的证据表明,我们已经进化到采用随时间下降的折扣率,通常称为“双曲线折扣”。这增加了未来遥远时期收益的权重,这似乎为子孙后代提供了更大的资源保护,但也带来了时间不一致计划的挑战。本文研究了随着时间的推移折扣率下降时的捕捞计划。随着折扣率的下降,规划者会在早期(当折扣率较高时)降低库存水平,并打算通过允许库存水平稍后恢复(当折扣率较低时)来补偿。只要规划者始终坚持,这样的计划可能是可行和最优的。然而,在实践中,存在这种计划在未来被重新优化和调整的危险。结果表明,反复重新启动优化可能会导致库存水平下降到最优策略是将库存捕捞到灭绝的地步。简而言之,本文的一个重要贡献是,认识到将人类行为中相当琐碎且广泛存在的“非理性”方面纳入可再生资源管理模型所带来的后果的惊人严重性。这些想法与 20 世纪 70 年代秘鲁凤尾鱼渔业的崩溃有关。

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