基于agent的葡萄糖调节机制仿真软件工程工具

IF 2.2 Q1 MATHEMATICS, APPLIED
Sevcan Emek, Vedat Evren, Şebnem Bora
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引用次数: 0

摘要

本研究通过基于agent的软件工程工具详细解释了血糖水平的调节机制。Repast Simphony是一个基于Java语言的面向对象编程的基于代理的软件工程工具。基于代理的建模和仿真是一种用于模拟和探索包括由代理表示的大量活动组件的现象的计算方法。智能体是基于智能体的仿真环境中空间和时间上的主要组成部分。在这项研究中,我们提出了激素调节血糖水平的改进药物为基础的控制机制。激素调节血糖水平是维持人体内稳态的重要过程。我们提出了一种基于agent建模的负反馈控制机制来调节胰岛素激素的分泌,这是导致血糖水平升高的原因。负反馈控制机制由三个主要代理运行,它们在模拟环境中相互作用以执行它们的局部动作。本研究结果显示了负反馈回路中各因子的局部行为,并说明了如何平衡血糖水平。最后,这项研究被认为是基于主体的建模和仿真的潜在实现,可能有助于探索人体内其他稳态控制系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation of glucose regulating mechanism with an agent-based software engineering tool
This study provides a detailed explanation of a regulating mechanism of the blood glucose levels by an agent-based software engineering tool. Repast Simphony which is used in implementation of this study is an agent-based software engineering tool based on the object-oriented programming using Java language. Agent-based modeling and simulation is a computational methodology for simulating and exploring phenomena that includes a large set of active components represented by agents. The agents are main components situated in space and time of agent-based simulation environment. In this study, we present hormonal regulation of blood glucose levels by our improved agent-based control mechanism. Hormonal regulation of blood glucose levels is an important process to maintain homeostasis inside the human body. We offer a negative feedback control mechanism with agent-based modeling approach to regulate the secretion of insulin hormone which is responsible for increasing the blood glucose levels. The negative feedback control mechanism run by three main agents that interact with each other to perform their local actions in the simulation environment. The result of this study shows the local behavior of the agents in the negative feedback loop and illustrates how to balance the blood glucose levels. Finally, this study which is thought a potential implementation of agent-based modeling and simulation may contribute to the exploration of other homeostatic control systems inside the human body.
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来源期刊
CiteScore
3.30
自引率
6.20%
发文量
13
审稿时长
16 weeks
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