安徽农业科学2011,Vol.39Issue(2):662-664,3.
一种基于人工鱼群算法的Choquet积分回归推广模型
A Choquet Integral Regression Generalization Model Based on Artificial Fish School Algorithm
冀德刚 1石金芝 2范彦芳3
作者信息
- 1. 河北大学数学与计算机学院,河北保定,071002
- 2. 河北农业大学理学院,河北保定,071001
- 3. 河北省承德市统计局,河北承德,067000
- 折叠
摘要
Abstract
A Choquet integral non-linear regression model based on tape symbol fuzzy measure of interval values was designed. The Choquet scores of tape symbol fuzzy measure of interval values were calculated by linear programming method in this model and its parameters were ascertained by a evolution algorithm-artificial fish school algorithm (AFSA). This algorithm had many advantages, such as robustness, grouping calculation, easy to combined with definite problem. The results from numerus test verified the feasibility and availability of ascertaining model parameters by this algorithm.关键词
模糊测度/Choquet积分/区间值/回归模型Key words
Fuzzy measure/ Choquet integral/ Interval value/ Regression model分类
农业科技引用本文复制引用
冀德刚,石金芝,范彦芳..一种基于人工鱼群算法的Choquet积分回归推广模型[J].安徽农业科学,2011,39(2):662-664,3.