Bottom Page

Thread Rating:
  • 1 Vote(s) - 2 Average
  • 1
  • 2
  • 3
  • 4
  • 5
 Heuns method in Python
#1
Hi I am testing some ready made code in python and comapring forward eueler method and Heuns method.
Since Heuns method is more precise, the full blue graph representing Heuns method approximation should be closer to the true graph.
Does anybody see any errors here ?

from numpy import linspace, zeros, exp
from ode_FE import ode_FE
import matplotlib.pyplot as plt
def ode_Heun(f, U_0, dt, T):
     N_t = int(round(float(T)/dt))
     u = zeros(N_t+1)
     t = linspace(0, N_t*dt, len(u))
     u[0] = U_0
     for n in range(N_t):
         u_star = u[n] + dt*f(u[n],t[n])
         u[n+1] = u[n] + 0.5*dt*(f(u[n],t[n]) + f(u_star,t[n]))
         return u, t
def demo_ode_Heun():
    """Test case: u’ = u, u(0) = 1"""
    def f(u,t):
       return u
    u_Heun, t = ode_Heun(f=f, U_0=1, dt=0.5, T=6)
    u_FE, t = ode_FE(f=f, U_0=1, dt=0.5, T=6)
    fig = plt.figure()
    l1, l2, l3 = plt.plot(t, u_Heun,'b-', t, u_FE,'b--', t, exp(t),'r--')
    fig.legend((l1, l2, l3), ('H', 'FE', 'true'), 'upper left')
    plt.xlabel('t')
    plt.show()
if __name__ == '__main__':
    demo_ode_Heun()
Quote

Top Page

Forum Jump:


Users browsing this thread: 1 Guest(s)