Exemplo n.º 1
0
def test_weighted_quad_degree():
    """
    Проверяем АСТ для ИКФ с весами
    Посчитаем n-ый момент весовой функции двумя способами:
        - через moments()
        - численно через quad()
    """
    x0, x1 = 1, 3
    alpha = 0.14
    beta = 0.88

    max_degree = 7
    for deg in range(1, max_degree):
        p = Monome(deg)
        xs = np.linspace(x0, x1, 6)[1:-1]  # 4 points => accuracy degree is 3

        res = quad(p, x0, x1, xs, a=x0, alpha=alpha)
        ans = moments(deg, x0, x1, a=x0, alpha=alpha)[-1]
        d = abs(res - ans)
        print(f'{deg:2}-a: {res:8.3f} vs {ans:8.3f}, delta = {d:e}')
        if deg < len(xs):
            assert d < 1e-6

        res = quad(p, x0, x1, xs, b=x1, beta=beta)
        ans = moments(deg, x0, x1, b=x1, beta=beta)[-1]
        d = abs(res - ans)
        print(f'{deg:2}-b: {res:8.3f} vs {ans:8.3f}, delta = {d:e}')
        if deg < len(xs):
            assert d < 1e-6
Exemplo n.º 2
0
def test_weighted_quad_degree():
    """
    check weighted quadrature degree
    we compare n-th moment of weight function calculated in two ways:
        - by moments()
        - numerically by quad()
    """
    x0, x1 = 1, 3
    alpha = 0.14
    beta = 0.88

    max_degree = 7
    for deg in range(1, max_degree):
        p = Monome(deg)
        xs = np.linspace(x0, x1, 6)[1:-1]  # 4 points => accuracy degree is 3

        res = quad(p, x0, x1, xs, a=x0, alpha=alpha)
        ans = moments(deg, x0, x1, a=x0, alpha=alpha)[-1]
        d = abs(res - ans)
        print(f'{deg:2}-a: {res:8.3f} vs {ans:8.3f}, delta = {d:e}')
        if deg < len(xs):
            assert d < 1e-6

        res = quad(p, x0, x1, xs, b=x1, beta=beta)
        ans = moments(deg, x0, x1, b=x1, beta=beta)[-1]
        d = abs(res - ans)
        print(f'{deg:2}-b: {res:8.3f} vs {ans:8.3f}, delta = {d:e}')
        if deg < len(xs):
            assert d < 1e-6