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首页> 外文会议>International Symposium on Knowledge and Systems Sciences(KSS2004); 20041110-12; Ishikawa(JP) >Design of Agent for Complex Systems Modeling
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Design of Agent for Complex Systems Modeling

机译：复杂系统建模的代理设计

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摘要

In this paper, a design of agent for complex systems modeling is introduced. The purpose of the design is to detect local system structures from a complex database. The complex database is viewed consisting of mixed numeric and nominal attributes. And the local system structure expressed by "if-then" rules. The detection of local system structures is an important task, and is concerned with inter-dependent issues. The issues of the detection of "if-then" rules include finding the objects that share common interests and then finding if-then rules that characterize those objects. To deal with these is-sues, an agent-based approach is proposed. Each agent has a role of collecting data points based on their similarity for mixed data and detecting a rule. The similarity is also introduced so that agent can treat mixed database. Each agent will occupy a part of the database as its ter-ritory according to the predefined algorithm, with which agents try to expand or reduce their territories.
机译：本文介绍了一种用于复杂系统建模的代理设计。设计的目的是从复杂的数据库中检测本地系统结构。查看复杂数据库，其中包含混合的数字和名义属性。并以“ if-then”规则表示本地系统结构。本地系统结构的检测是一项重要任务，并且与相互依赖的问题有关。检测“ if-then”规则的问题包括找到具有共同利益的对象，然后找到表征这些对象的if-then规则。为了解决这些问题，提出了一种基于代理的方法。每个代理都有根据混合数据的相似性收集数据点并检测规则的作用。还介绍了相似性，以便代理可以处理混合数据库。每个代理都将根据预定义算法占用数据库的一部分作为其领土，代理将使用该算法尝试扩展或缩小其领土。

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