气味影响的研究:考虑整数阶和分数阶导数的两个捕食者和一个猎物模型的动力学研究

IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Dipam Das , Debasish Bhattacharjee
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引用次数: 0

摘要

本文提出了一个考虑两个重要因素的捕食者-捕食者系统:捕食者气味对其竞争对手的负面影响和捕食者气味对猎物的积极影响。用两种模型对系统进行了分析:一种是ode模型,另一种是fde模型。我们对模型系统进行了广泛的生物学验证,确保解是非负的和有界的。对模型系统的各潜在平衡点的稳定性进行了系统的深入研究。我们的观察表明,我们的模型系统表现出各种类型的分岔,包括跨临界和Hopf分岔,围绕三个不同参数的内部平衡点。这些参数包括第一个捕食者的转化率r4,由于捕食者气味m,猎物表现出的抵抗或回避的程度,以及由于捕食者气味a的存在而对捕食对手的破坏程度。本文的一个重要发现是,在捕食中,猎物对气味的反应对第一个捕食者表现出的抵抗对于维持第二个捕食者的种群至关重要。第二种捕食者在生物系统中的生存在很大程度上取决于第一种捕食者的生长速度。当第一个捕食者从系统中消失时,第二个捕食者面临灭绝的可能性就会大大降低,这是另一个重要的结果。在分数阶导数的情况下,与传统的整数阶导数相比,系统动力学表现出更高水平的稳定性。我们注意到,当参数值相同时,整阶系统表现出的波动在分数阶系统中是稳定的。因此,捕食者气味的重要性和记忆在系统中的作用已经得到了彻底的确立。最终,该研究用令人信服的数值模拟支持了理论发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An investigation into the impact of odour: A dynamical study of two predators and one prey model, taking into account both integer order and fractional order derivatives
This article presents a prey–predator system that takes into account two important factors: the negative impact of predator odour on its competitors and the positive impact of predator odour on the prey. The system is analysed using two models: one with ODEs and another with FDEs. We have extensively validated the model system biologically, ensuring that the solutions are both nonnegative and bounded. An in-depth investigation has been carried out to thoroughly investigate the stability of all potential equilibrium points of the model systems in a systematic manner. Our observations reveal that our model systems exhibit various types of bifurcations, including transcritical and Hopf bifurcations, around the interior equilibrium point for three distinct parameters. These parameters include the rate of conversion of the first predator r4, the degree of resistance or avoidance exhibited by the prey due to predator odour m, and the level of disruption to competitors in predation due to the presence of predator odour a. A significant finding in this paper is that the resistance shown by prey towards the first predator in predation in reaction to the odour is vital for sustaining the population of the second predator. The survival of the second predator within the biosystem is heavily dependent on the growth rate of the first predator. The possibility of the second predator facing extinction becomes much less likely when the first predator is absent from the system, which is another significant result. Within the context of fractional order derivatives, the system dynamics demonstrate a higher level of stability in comparison to the traditional integer order derivative. It has been noticed that where the parameter values are identical, the fluctuations exhibited by the integer order system are stabilised in the fractional order system. Thus, the significance of predator odour and the effect of memory in the system have been thoroughly established. Ultimately, the study backs up the theoretical findings with convincing numerical simulations.
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来源期刊
Mathematics and Computers in Simulation
Mathematics and Computers in Simulation 数学-计算机:跨学科应用
CiteScore
8.90
自引率
4.30%
发文量
335
审稿时长
54 days
期刊介绍: The aim of the journal is to provide an international forum for the dissemination of up-to-date information in the fields of the mathematics and computers, in particular (but not exclusively) as they apply to the dynamics of systems, their simulation and scientific computation in general. Published material ranges from short, concise research papers to more general tutorial articles. Mathematics and Computers in Simulation, published monthly, is the official organ of IMACS, the International Association for Mathematics and Computers in Simulation (Formerly AICA). This Association, founded in 1955 and legally incorporated in 1956 is a member of FIACC (the Five International Associations Coordinating Committee), together with IFIP, IFAV, IFORS and IMEKO. Topics covered by the journal include mathematical tools in: •The foundations of systems modelling •Numerical analysis and the development of algorithms for simulation They also include considerations about computer hardware for simulation and about special software and compilers. The journal also publishes articles concerned with specific applications of modelling and simulation in science and engineering, with relevant applied mathematics, the general philosophy of systems simulation, and their impact on disciplinary and interdisciplinary research. The journal includes a Book Review section -- and a "News on IMACS" section that contains a Calendar of future Conferences/Events and other information about the Association.
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