Research Article

Parameter Improvement of the Soccer League Competition Algorithm by Introducing Stubborn Players: Application to Water Distribution Network

Table 13

Sensitivity analysis of the input parameters.

Parameter Two-loop Hanoi New York
(%) (%) Evalu Cost Run time Evalu Cost Run time Evalu Cost Run time

0 0 1 1900 419 000 2.64 68500 6 081 087 4.02 15800 38.64 3.18
5 5 2 1502 419 000 2.33 68495 6 081 087 3.99 15792 38.64 3.04
10 10 3 1465 419 000 2.27 68490 6 081 087 3.56 15788 38.64 2.67
20 20 4 1392 419 000 2.12 68485 6 081 087 3.42 15781 38.64 2.55
30 30 5 1109 419 000 2.09 68480 6 081 087 3.37 15779 38.64 2.33
40 40 6 1001 419 000 1.73 68475 6 081 087 3.35 15768 38.64 2.21
50 50 7 954 419 000 1.65 68445 6 081 087 3.31 15765 38.64 2.15
60 60 8 869 419 000 1.62 68440 6 081 087 3.29 15742 38.64 2.08
70 70 9 701 419 000 1.45 68435 6 081 087 3.25 15703 38.64 2.01
80 80 10 602 419 000 1.37 68433 6 081 087 3.17 15596 38.64 2.00
90 90 11 503 419 000 1.28 68302 6 081 087 3.15 15584 38.64 1.98
100 100 12 375 419 000 1.24 68219 6 081 087 3.09 15347 38.64 1.85

Mean 1031 419 000 1.82 68433 6 081 087 3.41 15 311 38.64 2.34