一种基于信息博弈的粮仓智能通风决策模型与算法  

INTELLIGENT VENTILATION DECISION MODEL AND ALGORITHM BASED ON INFORMATION GAME THEORY

作　　者：徐朝辉[1] 廉飞宇[2] 金广锋[2] 

机构地区：[1]河南工业大学经济贸易学院,河南郑州450001 [2]河南工业大学信息科学与工程学院,河南郑州450001

出　　处：《河南工业大学学报（自然科学版）》2014年第4期91-96,共6页Journal of Henan University of Technology：Natural Science Edition

基　　金：国家高技术研究发展计划(863计划)项目(2012AA101608);河南省科技厅科技攻关项目(122102210217)

摘　　要：针对粮仓智能通风中的通风模式决策问题,在传统信息融合理论的基础上,提出了智能通风的Bayesian博弈模型,用于解决在粮情信息不完整、不确定设置冲突情况下的通风模式决策问题.结果表明,在有大量粮情信息缺失的情况下,该方法仍能获得正确率95%以上的通风模式决策,高于正确率80%的传统模式智能决策水平.In order to solve the ventilation mode decision problem in an intelligent ventilation system,a new Bayesian game model of intelligent ventilation was proposed on the basis of conventional information fusion theory to solve the ventilation model decision problem under the conditions of incomplete grain situation information and uncertainty of set conflicts. The results showed that the method could obtain ventilation mode decision of above 95% accuracy,which was higher than the 80% accuracy of the conventional intelligent decision,in the case of lacking a large amount of grain situation information.

关 键 词：智能通风 信息融合 博弈论 BAYESIAN网络 Bayesian博弈 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]