https://github.com/jasonma1127/artificialbeecolony

Using Artificial Bee Colony to find the minimal/maximal solution of Rastrigin function and Styblinski-Tang function
https://github.com/jasonma1127/artificialbeecolony

abc artificial-bee-colony artificialbeecolony

Last synced: about 1 month ago
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Using Artificial Bee Colony to find the minimal/maximal solution of Rastrigin function and Styblinski-Tang function

• Host: GitHub
• URL: https://github.com/jasonma1127/artificialbeecolony
• Owner: jasonma1127
• Created: 2021-04-19T13:14:24.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2021-06-27T08:07:19.000Z (about 5 years ago)
• Last Synced: 2025-12-29T08:12:19.999Z (6 months ago)
• Topics: abc, artificial-bee-colony, artificialbeecolony
• Language: Python
• Homepage:
• Size: 9.77 KB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# ArtificialBeeColony

## CODE EXAMPLE:

```python

def test(X,D):

    x1 = X[0]

    x2 = X[1]

    return x1**2 - x1*x2 + x2**2 + 2*x1 + 4*x2 + 3

def RastriginFunc(X, D):

    funsum = 0

    for i in range(D):

        x = X[i]

        funsum += x**2-10*np.cos(2*np.pi*x)

    funsum += 10*D

    return funsum

def StyblinskiTangFunc(X, D):

    funsum = 0

    for i in range(D):

        x = X[i]

        funsum += (x**4) - 16*(x**2) + 5*x

    funsum *= 0.5

    return funsum

# ArtificialBeeColony(D, Lb, Ub, n, generation, ans[min=0/max=1], func)

abc = ArtificialBeeColony(2, -5, 5, 5, 100, 0, test)

abc.doRun()

```