32 lines
893 B
Python
32 lines
893 B
Python
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class Point:
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def __init__(self, x: float, y: float):
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self.x = x
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self.y = y
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def interpolation_lagrange(points: list[Point], x: float) -> float:
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interpolation: float = 0.
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n = len(points)
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for i in range(n):
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term: float = 1. # 0.0 will always give 0, it's a product ! So lets put 1
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# Lagrange L(x)
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for k in range(n):
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if k != i:
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term *= ((x - points[k].x) / (points[i].x - points[k].x))
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# interpolation with a piece of Lagrange (y_i)
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interpolation += term * points[i].y
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return interpolation
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def interpolation_newton(points: list[Point], x: float) -> float:
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interpolation = 0. # alpha sum
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n = len(points)
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for i in range(n):
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a_i = 1.
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for k in range(n-1):
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a_i *= (points[k+1].y - points[k].y) / (points[k+1].x - points[k].x)
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return interpolation
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