自然科学版
陕西师范大学学报(自然科学版)
人工智能专题
决策演化集中预测规则与实际规则的博弈
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胡玉文1,2,3*, 徐久成1,2, 徐天贺1,2
(1 河南师范大学 计算机与信息工程学院,河南 新乡 453007;2 河南师范大学 河南省高校计算智能与数据挖掘工程技术研究中心,河南 新乡 453007;3 河南师范大学 图书馆,河南 新乡 453007)
胡玉文,男,工程师,主要研究方向粗糙集理论、粒计算、数据挖掘。E-mail:huyuwen611@qq.com
摘要:
在决策演化集理论体系下,预测规则是伴随实际规则而产生的,因此预测规则必然会对实际规则产生影响,但目前对于两者相互作用的机制仍不清楚。本文引入博弈论方法,构建预测规则和实际规则的博弈矩阵,通过计算它们的收益,分析它们对决策信息系统所带来的影响。
关键词:
粗糙集;预测规则;决策规则;博弈矩阵;人工智能
收稿日期:
2019-05-24
中图分类号:
TP18
文献标识码:
A
文章编号:
1672-4291(2019)05-0064-07
基金项目:
国家自然科学基金(61772176, 61370169, 614021530); 河南省科技创新人才项目(184100510003); 河南省科技攻关项目(182102210362, 162102210261)
Doi:
Game between forecast rules and real rules in decision evolution set
HU Yuwen1,2,3*, XU Jiucheng1,2, XU Tianhe1,2
(1 College of Computer and Information Engineering, Xinxiang453007, Henan, China;2 Engineering Technology Research Center for Computing Intelligence & Data Mining,Henan Normal University, Xinxiang 453007, Henan, China;3 Library, Henan Normal University, Xinxiang 453007, Henan, China)
Abstract:
In the decision evolution set theory system, the forecast rules are accompanied by the real rules, so the forecast rules will inevitably have an impact on the real rules. However, there are few studies on the relationship between forecast rules and real rules. In this paper, the game theory method is introduced to construct the game matrix of forecast rules and real rules, calculate their profits, and then analyze their influence on the decision information system.
KeyWords:
ough sets; forecast rules; real rules; game matrix; artificial intelligence