Abstract
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.
Original language | English |
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Article number | 398232 |
Journal | Mathematical Problems in Engineering |
Volume | 2012 |
DOIs | |
State | Published - 2012 |
Externally published | Yes |