Melvin Alvarez
28 lines
597 B
Markdown
28 lines
597 B
Markdown
# API: differential_evolution
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```python
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from optimizr import differential_evolution
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best_x, best_fx = differential_evolution(
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objective_fn,
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bounds,
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popsize=15,
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maxiter=1000,
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f=None,
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cr=None,
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strategy="rand1",
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seed=None,
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tol=1e-6,
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atol=1e-8,
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track_history=False,
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parallel=False,
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adaptive=False,
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constraint_penalty=1000.0,
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)
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```
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- `objective_fn`: callable `f(x: np.ndarray) -> float`
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- `bounds`: list of `(min, max)` tuples
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- Strategies: `rand1`, `best1`, `currenttobest1`, `rand2`, `best2`
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- Returns `(best_x: np.ndarray, best_fx: float)`
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