Outlier-Resistant 𝐿_𝟏 Orthogonal Regression via the Reformulation-Linearization Technique

Table 5

Computational performance of 𝐿₁OR implementation for simulation with vertical outliers.

			Avg. MIPs	Avg. MIPs	Avg. time	Avg. time
𝐶	𝑚	% Optimal	solved	suboptimal	to Term. (s)	to Best Soln. (s)
0	0	7.0	193.2	1.2	289.4	235.2
10	1	6.0	217.9	1.0	282.2	242.7
10	10	6.0	187.0	0.9	279.1	255.5
10	50	14.0	117.9	0.5	199.0	186.4
25	1	9.0	236.4	0.9	287.1	226.2
25	10	1.0	105.7	1.2	231.3	223.0
25	50	24.0	154.1	0.2	163.1	149.4