基于智能体的肌肉收缩过程生物机器人模型

H. Khataee, T. N. M. Aris, M. Sulaiman
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引用次数: 5

摘要

本文介绍了一种新的计算方法,利用agent技术将肌肉收缩过程建模为生物机器人过程。在这项工作中,我们重点研究了肌球蛋白纳米运动作为肌肉的驱动运动,并将纳米运动作为一种物理智能体进行了介绍。然后,采用agent技术的包容体系结构对纳米电机的工作机理进行了具体描述,并采用统一建模语言(UML)的有限状态机(FSM)图对其进行了建模。提出的基于智能体的肌球蛋白纳米运动机制FSM模型说明了肌球蛋白纳米运动作为机器人机构的内部智能自主决策过程。为了验证所提出的基于智能体的纳米马达机制FSM模型,我们开发了其数学定义(其确定性有限自动机(DFA)和语法),并将其与纳米马达在肌肉细胞内的自然行为进行了比较。对比结果表明,肌球蛋白纳米运动的机制可以定义为具有输入、内部决策过程和输出的机器人机制。由于肌肉收缩过程是肌球蛋白纳米运动的一套机制,我们提出的基于智能体的纳米运动机制模型可以将肌肉收缩过程作为一般的生物机器人过程引入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An agent-based model of muscle contraction process as a bio-robotic process
This paper introduces a new computational methodology to model muscle contraction process as a bio-robotic process using agent technology. In this work, we have focused on muscle myosin nanomotor as the driven motor of muscles and introduced the nanomotor as a physical intelligent agent. Then, the mechanism of the nanomotor was specified using subsumption architecture of agent technology and modeled with the Finite State Machine (FSM) diagram of Unified Modeling Language (UML). The proposed agent-based FSM model of the mechanism of muscle myosin nanomotor illustrated the internal intelligent and autonomous decision-making process of the nanomotor as a robot mechanism. In order to verify the proposed agent-based FSM model of the mechanism of the nanomotor, we developed its mathematical definitions (its Deterministic Finite Automaton (DFA) and grammar) and compared them with the natural behavior of the nanomotor inside the muscle cells. The comparison results indicated that the mechanism of muscle myosin nanomotor could be defined as a robot mechanism with its inputs, internal decision-making process, and outputs. As muscle contraction process is a set of the mechanisms of muscle myosin nanomotors, our proposed agent-based model of the mechanism of the nanomotor can introduce muscle contraction process as a general bio-robotic process.
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