蜂窝机器人作为分布式智能系统的通信信息量分析与评价

T. Fukuda, Y. Kawauchi, H. Asama
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引用次数: 54

摘要

处理一种基于具有简单功能的细胞的复杂系统的构造方法。这个系统被称为细胞机器人系统(CEBOT)。CEBOT是一种分布式智能系统,被认为是下一代人工智能系统之一。每个单元都有自己的知识和数据库。每个细胞可以利用自己的知识和其他细胞的知识来执行任务。因此,智能通信必须考虑知识分配的最优性。提出了CEBOT的通信系统,并提出了一种基于通信协议计算的通信信息进行通信评估的方法。还描述了将知识传递到另一个单元的敏感性概念。本文报道了基于最小通信信息容量和最小灵敏度的知识分配估计的仿真结果
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis and evaluation of cellular robotics (CEBOT) as a distributed intelligent system by communication information amount
Deals with a method of construction of complicated systems based on cells having simple functions. This system is called a cellular robotic system (CEBOT). CEBOT is a kind of a distributed intelligence system which has been considered as one of the next generation artificial intelligence system. Each cell has its own knowledge and database. Each cell can carry out tasks by using its own knowledge and other cells' knowledge. So knowledge allocation must be considered to be optimal due to the intelligent communication. The authors propose the communication system of CEBOT and one method of the communication evaluations based on the communication information calculated from the proposed communication protocol. A concept of the sensitivity for transferring knowledge to the other cell is also described. Some simulation results on estimation of knowledge allocation by minimizing the communication information capacity and the sensitivity are reported.<>
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