1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
|
#! /usr/bin/env python
import openturns as ot
import openturns.testing as ott
import math as m
v1 = [0.0, 0.0, 0.0]
v2 = [1.0, 1.0, 1.0]
v3 = [0.0, 1.0, 1.0]
v4 = [0.0, 0.0, 1.0]
# simplex
S = [v1, v2, v3, v4]
simplicies = [[0, 1, 2, 3]]
mesh = ot.Mesh(S, simplicies)
# function to integrate
f = ot.SymbolicFunction(["x1", "x2", "x3"], ["exp(x1 + x2 + x3)"])
# integral of f
algo = ot.SimplicialCubature()
value = algo.integrate(f, mesh)[0]
print(value)
ott.assert_almost_equal(value, (m.exp(1.0) - 1.0) ** 3 / 6)
# Test with interval inferface
f = ot.SymbolicFunction(["x", "y", "z"], ["sin(x) * cos(y) * exp(z)"])
valueRef = -m.sin(1.0) * (m.cos(1.0) - 1.0) * (m.e - 1.0)
value = algo.integrate(f, ot.Interval([0.0] * 3, [1.0] * 3))
ott.assert_almost_equal(value[0], valueRef)
|