SimonBlanke /
Hyperactive
| Total Complexity | 7 |
| Total Lines | 52 |
| Duplicated Lines | 0 % |
| Changes | 0 | ||
| 1 | # Author: Simon Blanke |
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| 2 | # Email: [email protected] |
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| 3 | # License: MIT License |
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| 4 | |||
| 5 | import numpy as np |
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| 6 | |||
| 7 | |||
| 8 | class BasePositioner: |
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| 9 | def __init__(self, *args, **kwargs): |
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| 10 | self._pos_new = None |
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| 11 | self._score_new = -np.inf |
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| 12 | |||
| 13 | self.pos_current = None |
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| 14 | self.score_current = -np.inf |
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| 15 | |||
| 16 | self.pos_best = None |
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| 17 | self.score_best = -np.inf |
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| 18 | |||
| 19 | self.pos_new_list = [] |
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| 20 | self.score_new_list = [] |
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| 21 | |||
| 22 | @property |
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| 23 | def pos_new(self): |
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| 24 | return self._pos_new |
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| 25 | |||
| 26 | @pos_new.setter |
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| 27 | def pos_new(self, value): |
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| 28 | self.pos_new_list.append(value) |
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| 29 | self._pos_new = value |
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| 30 | |||
| 31 | @property |
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| 32 | def score_new(self): |
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| 33 | return self._score_new |
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| 34 | |||
| 35 | @score_new.setter |
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| 36 | def score_new(self, value): |
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| 37 | self.score_new_list.append(value) |
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| 38 | self._score_new = value |
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| 39 | |||
| 40 | def move_climb(self, _cand_, pos, epsilon_mod=1): |
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| 41 | sigma = 3 + _cand_._space_.dim * self.epsilon * epsilon_mod |
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| 42 | pos_normal = self.climb_dist(pos, sigma, pos.shape) |
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| 43 | pos_new_int = np.rint(pos_normal) |
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| 44 | |||
| 45 | n_zeros = [0] * len(_cand_._space_.dim) |
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| 46 | pos = np.clip(pos_new_int, n_zeros, _cand_._space_.dim) |
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| 47 | |||
| 48 | return pos.astype(int) |
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| 49 | |||
| 50 | def move_random(self, _cand_): |
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| 51 | return _cand_._space_.get_random_pos() |
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| 52 |
