A New Mathematical Modeling Method based on Space Geometry Theory
Regression analysis is a kind of mathematical modeling approach to find the relation which hidden in variables through experiment and observation. This method can describe a perfect relation in many problems usually. But the amount of computation is high because we must use a complexity mathematical expression when wanted to get a satisfying result. This paper analyzes mathematical behavior of linear regression in high dimensional space, and finds the relation between variables and their functions with dependent variables in measurement space. Experiment proved the approach is well-defined, low computation complexity and effective.
mathematical modeling linear regression high dimensional space geometry
Ji Yaowu
Xian Railway Vocational & Technical Institute
国际会议
哈尔滨
英文
2486-2489
2011-12-24（万方平台首次上网日期，不代表论文的发表时间）