Title :
A Practical Mathematical Modeling Method Based on High Dimensional Space Geometry Theory
Author :
Wang Xian-bao ; Lu Fei ; Chen Yong ; Wang Shou-Jue
Author_Institution :
Coll. of Inf. Eng., Zhejiang Univ. of Technol., Hangzhou, China
Abstract :
Based on high dimensional space geometry theory, a new mathematical modeling method is proposed in this paper. It analyzed mathematical behavior of linear regression in high dimensional space, and found the relation between variables and their functions with dependent variables in measurement space. Changing threshold, different mathematic modeling has different linear regression effect. Experiments proved that the new method is good and universal.
Keywords :
geometry; regression analysis; high dimensional space geometry theory; linear regression effect; mathematical behavior; mathematical modeling; measurement space; Educational institutions; Equations; Extraterrestrial measurements; Information geometry; Linear regression; Mathematical model; Mathematics; Regression analysis; Solid modeling; Space technology;
Conference_Titel :
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4507-3
Electronic_ISBN :
978-1-4244-4507-3
DOI :
10.1109/CISE.2009.5365208