Research Article

An Efficient Approach to Solve the Large-Scale Semidefinite Programming Problems

Table 2

Time consumptions (seconds) of the proposed algorithm and CVX on clustering the selected UCI datasets.

Soybean Iris Wine SPECTF heart

Ours 1.34 2.879 4.22 21.29
CVX 1.21 4.629 6.95 28.00