An Optimal Classification Method for Biological and Medical Data

作者:Huang Yao Huei*; Ko Yu Chien; Lu Hao Chun
来源:Mathematical Problems in Engineering, 2012, 2012: 398232.
DOI:10.1155/2012/398232

摘要

This paper proposes a union of hyperspheres by the mixed-integer nonlinear program to classify biological and medical datasets. A classifying program with nonlinear terms uses piecewise linearization technique to obtain a global optimum. The numerical examples illustrate that the proposed method can obtain the global optimum more effectively than current methods.

  • 出版日期2012