An Optimal Classification Method for Biological and Medical Data
Yao‐Huei Huang, Yu-Chien Ko, Hao‐Chun Lu · Mathematical Problems in Engineering · 2012
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.