[1]李文军,杨春燕.基于系统动力学模型的物元相关网研究[J].智能系统学报,2017,12(4):459-467.[doi:10.11992/tis.201610013]
LI Wenjun,YANG Chunyan.Research on a correlative network of matter-elements based on a system dynamics model[J].CAAI Transactions on Intelligent Systems,2017,12(4):459-467.[doi:10.11992/tis.201610013]
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LI Wenjun,YANG Chunyan.Research on a correlative network of matter-elements based on a system dynamics model[J].CAAI Transactions on Intelligent Systems,2017,12(4):459-467.[doi:10.11992/tis.201610013]
基于系统动力学模型的物元相关网研究
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
12
期数:
2017年第4期
页码:
459-467
栏目:
学术论文—智能系统
出版日期:
2017-08-25
- Title:
- Research on a correlative network of matter-elements based on a system dynamics model
- Keywords:
- Extenics; matter-element; correlative analysis; correlative network; system dynamics; simulation; correlation functions; modeling
- 分类号:
- TP18
- 摘要:
- 在可拓学相关分析理论中，关键在于确定相关基元的函数关系。然而，在具体领域中运用的时候，相关函数的确定往往是比较困难的，也就局限了相关网方法的使用。文章以物元为研究对象，对物元的相关网进行了研究，提出了相关网的动力学模型建模方法以及一种在相关函数未知的情况下，基于系统动力学模型的物元相关函数近似构造方法。该方法的原理是通过基础数据的收集和分析，在依据相关网建立的动力学模型中按照固定的步骤进行模拟分析，得出物元的近似相关函数。在此基础上，相关分析的进行就变得简单、可模拟。案例分析的结果表明，该方法能够有效模拟和近似构造相关物元之间的函数关系，为相关网方法在具体领域中的运用奠定了一定的基础。
- Abstract:
- In the correlative analysis of Extenics, the key is to define the correlation function relating to the basic-elements. However, it is very difficult to define the correlation function when it is applied to specific areas and this limits the usage of the correlative network. In this paper, a correlation network based on matter-elements is studied. Then, we present a method for establishing a system dynamics model of the correlation network and a method for approximately identifying the correlation function based on the system dynamics model, in which the correlation functions under some related matter-elements are unknown. The principle of this method is to derive the approximate correlation functions of related matter-elements according to the principle of collecting and analyzing basic data, and establishing a kinetic model for simulation and analysis in terms of a fixed procedure in the correlative network. In this way, correlative analysis becomes easy and can be simulated. The clear conclusion is that the method efficiently simulates the correlation function and lays the foundation for the application of correlation analysis to specific areas.
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备注/Memo
收稿日期:2016-10-13。
基金项目:国家自然科学基金项目（61273306）；广东省科技计划项目（2016A040404015）.
作者简介:李文军,男,1991年生,硕士研究生,主要研究方向为可拓学、工业工程、产品创新。申请专利3项,已授权2项;杨春燕,女,1964年生,研究员,中国人工智能学会可拓学专业委员会主任,中国人工智能学会常务理事,广东省未来预测研究会副理事长。主要研究方向为可拓学、知识管理、决策科学、创新方法与创新设计、数据挖掘、智能系统。国家自然科学基金项目、863项目、广东省自然科学基金项目通讯评议专家,全国可拓学研究领域的学术带头人之一。主持国家自然科学基金项目3项、广东省自然科学基金项目3项和广东省科技计划项目2项。获广东省科学技术奖二等奖1项、三等奖2项,获中国人工智能学会首届"吴文俊人工智能科学技术奖创新奖"一等奖1项。发表学术论文90余篇,授权发明专利3项、实用新型专利9项。出版专著10部。
通讯作者:杨春燕,E-mail:276519106@qq.com.
更新日期/Last Update:
2017-08-25