Research Article

Gradient-Based Cuckoo Search for Global Optimization

Table 1

Test functions used for testing the performance of CS and GBCS.

NumberNameFunction and its derivativeSearch Domain

1Ackley ā€‰

2Beale ā€‰
ā€‰

3Booth ā€‰
ā€‰

4Cross-leg table ā€‰
ā€‰
,ā€‰

5Himmelblau ā€‰

6Levy 13 ā€‰
ā€‰
ā€‰

7Matyas ā€‰

8Schaffer ā€‰
,ā€‰

9Powell ā€‰
ā€‰
ā€‰

10Power sum ā€‰ā€‰

11Shekel 5

12Wood ā€‰
ā€‰
ā€‰

13Cube ā€‰

14Stochastic Cube ā€‰

15Sphere

16Hartmann

17Dixon-price ,ā€‰

18Griewank ā€‰

19Griewank stochastic ā€‰

20Michaelwicz ā€‰

21Rosenbrock ā€‰

22Stochastic
Rosenbrock
ā€‰

23Trigonometric ā€‰

24Zacharov