A review of dynamic optimization in aquaculture production economics

IF 8.8 1区 农林科学 Q1 FISHERIES
Roger Domínguez-May, Juan M. Hernández, Iván Velázquez-Abunader
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引用次数: 0

Abstract

Dynamic optimization (DO) has been applied to aquaculture industry to determine optimal management strategies of aquaculture production systems. Optimal control of feeding, optimal stocking successions, and harvesting time among other factors has been studied. This work shows a review of the application of optimal control theory (OCT) and dynamic programming in economics and management of aquaculture. The Pontriagyn's maximum principle and the Bellman's optimality are the most commonly used mechanisms to solve control problems that optimize the producer's benefit or cost. Recently, model-based predictive control has also been applied. Such tools have been used in aspects involving the design, planning, and monitoring of variables relevant to the optimal management of the culture system. It was found that in aquaculture there is low scientific productivity in the application of DO in bioeconomic models. In this review, an example of OCT applied to the control of feeding of farmed tilapia using a bioeconomic model is shown. DO represents a useful tool for optimal decision-making and this review discusses the implications of the use of DO in aquaculture and recommendations for its use in the future.

水产养殖生产经济学动态优化综述
动态优化(DO)已被应用于水产养殖业,以确定水产养殖生产系统的最佳管理策略。对饲养的优化控制、最佳放养顺序和收获时间等因素进行了研究。本研究综述了最优控制理论(OCT)和动态程序设计在水产养殖经济和管理中的应用。Pontriagyn 的最大原则和 Bellman 的最优性是最常用的机制,用于解决优化生产者收益或成本的控制问题。最近,基于模型的预测控制也得到了应用。这些工具被用于设计、规划和监测与养殖系统优化管理相关的变量。研究发现,在水产养殖中,生物经济模型中 DO 的应用科学生产率较低。在本综述中,举例说明了利用生物经济模型控制养殖罗非鱼的投喂量。溶解氧是优化决策的有用工具,本综述讨论了在水产养殖中使用溶解氧的意义,以及今后使用溶解氧的建议。
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来源期刊
CiteScore
24.80
自引率
5.80%
发文量
109
审稿时长
>12 weeks
期刊介绍: Reviews in Aquaculture is a journal that aims to provide a platform for reviews on various aspects of aquaculture science, techniques, policies, and planning. The journal publishes fully peer-reviewed review articles on topics including global, regional, and national production and market trends in aquaculture, advancements in aquaculture practices and technology, interactions between aquaculture and the environment, indigenous and alien species in aquaculture, genetics and its relation to aquaculture, as well as aquaculture product quality and traceability. The journal is indexed and abstracted in several databases including AgBiotech News & Information (CABI), AgBiotechNet, Agricultural Engineering Abstracts, Environment Index (EBSCO Publishing), SCOPUS (Elsevier), and Web of Science (Clarivate Analytics) among others.
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