常见测试函数

CEC上有很多这类函数,但是国内好像访问不了。但是可以百度得到,这里总结一些:

这个链接有更详细的函数介绍:http://www.sfu.ca/~ssurjano/optimization.html

  1. Ackley Function
  2. Bukin Function N. 6
  3. Cross-in-Tray Function
  4. Drop-Wave Function
  5. Eggholder Function
  6. Gramacy & Lee (2012) Function
  7. Griewank Function
  8. Holder Table Function
  9. Langermann Function
  10. Levy Function
  11. Levy Function N. 13
  12. Rastrigin Function
  13. Schaffer Function N. 2
  14. Schaffer Function N. 4
  15. Schwefel Function
  16. Shubert Function
  17. Bohachevsky Functions
  18. Perm Function 0, d, β
  19. Rotated Hyper-Ellipsoid Function
  20. Sphere Function
  21. Sum of Different Powers Function
  22. Sum Squares Function
  23. Trid Function
  24. Booth Function
  25. Matyas Function
  26. McCormick Function
  27. Power Sum Function
  28. Zakharov Function
  29. Three-Hump Camel Function
  30. Six-Hump Camel Function
  31. Dixon-Price Function
  32. Rosenbrock Function
  33. De Jong Function N. 5
  34. Easom Function
  35. Michalewicz Function
  36. Beale Function
  37. Branin Function
  38. Colville Function
  39. Forrester et al. (2008) Function
  40. Goldstein-Price Function
  41. Hartmann 3-D Function
  42. Hartmann 4-D Function
  43. Hartmann 6-D Function
  44. Perm Function d, β
  45. Powell Function
  46. Shekel Function
  47. Styblinski-Tang Function

1)单目标

Functions

Function expressions

space

Global minimum

Dimension

h1

 

(-0.5,0.5)

0

100

Step

(-100,100)

0

100

Rastrigin

(-5.12,5.12)

0

100

Sphere

(-5.12,5.12)

0

100

h5

(-1,2)

≈-1.85n

100

h6

(3,13)

≈-1.21598n

100

Ackley

(-30,30)

0

100

Schwefel

(-500,500)

0

100

h9

(-5.12,5.12)

0

100

Griewank

(-600,600)

0

100

Michalewicz

 

(0,)

-9.66

10

Rosenbrock

(-30,30)

0

30

Schwefel2.21

 

(-100,100)

0

30

h14

(-1.28,1.28)

0

30

Quartic with noise

(-100,100)

0

30

h16

(-10,10)

0

30

2)多目标

ZDT1 

ZDT2

 ZDT3

ZDT4

 

原文地址:https://www.cnblogs.com/onenoteone/p/12441766.html