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. Author manuscript; available in PMC: 2017 Apr 18.
Published in final edited form as: Math Program Comput. 2015 Feb 6;7(2):149–187. doi: 10.1007/s12532-015-0078-2

Table 4.

Numerical comparison of the averaged performance between Algorithm 3 and ADMM2

Alg. 3 (α = 1) Alg. 3 (α = 1.9) ADMM2
Scheme 1 CPU time(s) 215.12 154.7 1045.62
Objective Value 60.6777 60.6821 60.8028
Violation 0.0048 0.0050 0.1464

Scheme 2 CPU time(s) 213.80 147.29 1184.98
Objective Value 54.7704 54.7729 54.7915
Violation 0.0049 0.0052 0.1773

Scheme 3 CPU time(s) 613.20 462.41 5514.81
Objective Value 124.0258 124.0208 124.2314
Violation 0.0072 0.0072 0.2361

Scheme 4 CPU time(s) 607.80 463.58 5357.55
Objective Value 111.8513 111.8489 112.0675
Violation 0.0072 0.0071 0.2137