Biological Network Simulation Using Holonic Multiagent Systems

S. Shafaei, N. Ghasem-Aghaee
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引用次数: 14

Abstract

Uncovering the dynamic behavior of biochemical networks is one of the systems' biology's tasks. These systems are very complicated systems, containing many interacting components. Recently, researchers have tested computational tools to model these systems in order to elucidate the organizational principles. In this paper we recommend using Holonic Multiagent systems for biological networks simulation. Holonical systems guarantee to provide a recursive and hierarchical modeling for complex systems with dynamic and runtime reorganization. They are adopted for simulation where systems have a hierarchical structure and can be decomposed into individual cooperating entities.
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利用全息多智能体系统进行生物网络仿真
揭示生物化学网络的动态行为是系统生物学的任务之一。这些系统是非常复杂的系统,包含许多相互作用的组件。最近,研究人员已经测试了计算工具来模拟这些系统,以阐明组织原则。在本文中,我们推荐使用全息多智能体系统进行生物网络模拟。整体系统保证为具有动态和运行时重组的复杂系统提供递归和分层建模。它们被用于系统具有层次结构的仿真,并且可以分解为单独的协作实体。
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