Table 4 Performance of the three methods ((\(\theta , \eta , \beta , P, T_0) =\) (5, 50, 100, 6, 6)).
From: Distributionally robust optimization for fire station location under uncertainties
Instance (|I|, |J|) | Heuristic method (lower bound) | Cutting plane (exact solution) | Approximation by LDRs (upper bound) |
|---|---|---|---|
(10, 8) | 1835.14 (0.2 s) | 1835.14 (22.57 s) | 1835.14 (3.5 s) |
(20, 15) | 2749.75 (2.16 s) | 2596.73 (1 h) | 2749.75 (65.36 s) |
(30, 20) | 3420.79 (8.61 s) | 3091.09 (1 h) | 3420.79 (412.2 s) |
(100. 80) | 7701.38 (118.21 s) | 6947.53 (1 h) | 7935.22 (1 h) |