An Influence Diagrams Structure Learning Method Based on Genetic Algorithm

摘要：

Influence diagrams have been widely applied to decision analysis and uncertain inference in many domains. Learning IDs aided by computer is an active research area. An ID structure learning algorithm is presented in this paper by comparing genetic algorithm. Experimental results show that this algorithm is more automatic and works exactly as well as the result of experts.

关键词： Influence diagram Influence diagram structure learning Genetic Algorithm

作者: Lei Bai Wen-hua Qian

作者单位: Dept.of Computer Science and Information Technology Yunnan Normal University Kunming Yunnan,China Department of computer science Yunnan University Kunming 650091,China

会议类型: 国际会议

会议名称: 2010 Second International Conference on Intelligent Human-Machine Systems and Cybernetics(第二届智能人机系统与控制论国际学术会议 IHMSC 2010)

会议地点: 南京

会议语种:英文

页码: 337-340

在线出版日期: 2010-08-26（万方平台首次上网日期，不代表论文的发表时间）