Table 4 Experimental function values among SGDLCO, C2ODE, CORCO, FROFI, and DeCODE on six 10-D test problems from CEC2010.

From: Surrogate-assisted global and distributed local collaborative optimization algorithm for expensive constrained optimization problems

Prob.

SGDLCO

C2ODE

CORCO

FROFI

DeCODE

D = 10

Mean(Sth)

Mean(Sth)

Mean(Sth)

Mean(Sth)

Mean(Sth)

C01

−4.96E-01(9.48E-02)

−3.20E-01(4.00E-02)+

1.75E-01(2.60E-02)+

−3.52E-01(4.11E-02)+

−2.87E-01(1.53E-02)+

C07

2.33E + 03(3.12E + 03)

2.12E + 09(1.06E + 09)+

3.99E + 09(3.49E + 09)+

2.20E + 09(1.16E + 09)+

3.02E + 09(7.86E + 08)+

C08

8.98E + 03(9.42E + 03)

2.68E + 09(1.65E + 09)+

1.18E + 10(9.29E + 09)+

2.59E + 09(1.45E + 09)+

2.74E + 09(8.64E + 08)+

C13

−5.59E + 01(5.57E + 00)

−1.13E + 01(1.69E + 01)+

NaN+

NaN+

NaN+

C14

2.93E + 11(8.97E + 11)

6.90E + 13(4.56E + 13)+

1.71E + 13(1.00E + 13)+

9.90E + 13(4.46E + 13)+

8.88E + 13(6.51E + 13)+

C15

2.02E + 14(0.00E + 00)

2.27E + 14(9.24E + 13)~

NaN+

1.96E + 14(1.33E + 14)~

NaN+

+/~/-

Win/Tie/Loss

5/1/0

6/0/0

5/1/0

6/0/0