SimonBlanke /
Hyperactive
| Total Complexity | 1 |
| Total Lines | 22 |
| Duplicated Lines | 0 % |
| Changes | 0 | ||
| 1 | import numpy as np |
||
| 2 | from hyperactive import Hyperactive |
||
| 3 | |||
| 4 | |||
| 5 | def himmelblau(para, X, y): |
||
| 6 | """Himmelblau's function""" |
||
| 7 | |||
| 8 | return -((para["x"]**2 + para["y"] - 11)**2 + (para["x"] + para["y"]**2 - 7)**2) |
||
| 9 | |||
| 10 | |||
| 11 | x_range = np.arange(0, 10, 0.1) |
||
| 12 | |||
| 13 | search_config = { |
||
| 14 | himmelblau: { |
||
| 15 | "x": x_range, |
||
| 16 | "y": x_range |
||
| 17 | } |
||
| 18 | } |
||
| 19 | |||
| 20 | opt = Hyperactive(search_config, n_iter=1000000) |
||
| 21 | opt.search(0, 0) |
||
| 22 |
