Intrinsic growth rate and evolution of the Premnotrypes Vorax population using fuzzy information

IF 2 4区 生物学 Q2 BIOLOGY
Élder J. Villamizar-Roa, Leidy V. Espitia-Cruz, Gilberto Arenas-Díaz
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引用次数: 0

Abstract

The white potato worm (Premnotrypes Vorax (Hustache)) is one of the pests that causes the greatest damage to the potato crop and the greatest economic losses to the grower; therefore, knowing its life cycle and estimating its intrinsic growth rate is crucial for selecting an appropriate chemical control method, in order to reduce the environmental impact and ensure a profitable production suitable for consumption. In this article, we present a fuzzy Malthusian model describing the evolution of the white potato worm in the crop, considering that the intrinsic growth rate and the reported initial data on the problem are of fuzzy nature. The main contributions and novelty of this paper are summarized in the following two aspects: first, the estimation of the intrinsic growth rate of the white potato worm, in function of the temperature, by using a Takagi–Sugeno–Kang type fuzzy rule-based model; and second, since in practice the initial white potato worm population in a crop is subjective, imprecise and vague, knowing the intrinsic growth rate, we propose and solve a fuzzy initial value problem to determine the evolution in time of the white potato worm population. In conclusion, given a weekly average temperature, it is possible to know the white potato worm population per unit area oscillating in an interval whose length depends on the degree of inaccuracy of the initial population and the intrinsic growth rate. This study can be relevant for grower decision making in terms of the type and frequency of pest control on his crop.

使用模糊信息研究Premnotrypes Vorax种群的内在增长率和进化。
白马铃薯虫(Premnotrypes Vorax (Hustache))是对马铃薯作物造成最大损害和对种植者造成最大经济损失的害虫之一;因此,了解其生命周期和估计其内在生长率对于选择适当的化学防治方法至关重要,这样才能减少对环境的影响并确保适合消费的有利生产。在本文中,我们提出了一个模糊马尔萨斯模型,该模型描述了白薯虫在作物中的演化过程,考虑到内在生长率和报告的问题初始数据都具有模糊性。本文的主要贡献和新颖性概括为以下两个方面:第一,通过使用基于高木-菅野-康类型的模糊规则模型,估算白薯蠕虫随温度变化的内在生长率;第二,由于在实践中作物中白薯蠕虫的初始数量是主观的、不精确的和模糊的,因此在知道内在生长率的情况下,我们提出并解决了一个模糊初值问题,以确定白薯蠕虫数量随时间的演变。总之,在给定每周平均温度的情况下,可以知道单位面积上的白薯蠕虫种群数量在一个区间内波动,该区间的长度取决于初始种群数量的不精确程度和内在增长率。这项研究有助于种植者在作物害虫防治的类型和频率方面做出决策。
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
Biosystems
Biosystems 生物-生物学
CiteScore
3.70
自引率
18.80%
发文量
129
审稿时长
34 days
期刊介绍: BioSystems encourages experimental, computational, and theoretical articles that link biology, evolutionary thinking, and the information processing sciences. The link areas form a circle that encompasses the fundamental nature of biological information processing, computational modeling of complex biological systems, evolutionary models of computation, the application of biological principles to the design of novel computing systems, and the use of biomolecular materials to synthesize artificial systems that capture essential principles of natural biological information processing.
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