A Novel Quantum-Behaved Bat Algorithm with Mean Best Position Directed for Numerical Optimization
Table 1
Benchmark function.
Category
Number
Function
Range
I
F1
30
5.12, 5.12]
0
F2
30
10, 10]
0
F3
30
100, 100]
0
F4
30
100, 100]
0
F5
30
30, 30]
0
F6
30
1.28, 1.28]
0
II
F7
30
5.12, 5.12]
0
F8
30
32, 32]
0
F9
30
600, 600]
0
F10
30
50, 50]
0
F11
30
50, 50]
0
F12
30
10, 10]
−1
III
F13
30
100, 100]
0
F14
30
100, 100]
0
F15
30
5, 5]
0
F16
30
100, 100]
0
F17
30
0, 600]
0
F18
30
32, 32]
0
IV
F19 (CF1)
Hybrid Composition Function , = Rastrigin’s Function , = Weierstrass Function , = Griewank’s Function , = Ackley’s Function , = Sphere Function
30
5, 5]
0
F20 (CF2)
Rotated version of Hybrid Composition Function F19 Except which are different linear transformation matrixes with condition number of 2, all other settings are the same as F19
30
5, 5]
0
F21 (CF3)
F20 with noise in fitness Let F20 be ; then All settings are the same as F20
30
5, 5]
0
F22 (CF4)
Rotated Hybrid Composition Function , = Ackley’s Function , = Rastrigin’s Function , = Sphere Function , = Weierstrass Function , , , = Griewank’s Function
are all rotation matrixes. Condition numbers are
30
5, 5]
0
F23 (CF5)
Rotated Hybrid Composition Function with narrow basin global optimum All settings are the same as F22 except
30
5, 5]
0
F24 (CF6)
Rotated Hybrid Composition Function with global optimum on the bounds All settings are the same as F23 except, after loading the data file, set , for
