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posted by  kylee on 11/6/2009 10:37:19 PM  |  status: Live  |  Earned Karma: 0

Euler's Method

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N/A N/A N/A N/A 11/8/2009 at 11:00:00 PM
Question Details:

A. Use Eulers method with step size 0.1 to estimate y(0.5) where y(x) is the solution to the initial value problem ,  y(0)=1

B. repeat part A with step size 0.05

C. Find the exact solution of the differential equation and compare the value at x=0.5 with the approximations in parts A and B.

Tags: Calculus

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posted by velixy on 11/7/2009 12:49:57 AM  |  status: Live
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Response Details:
 
A. Use Eulers method with step size 0.1 to estimate y(0.5) where y(x) is the solution to the initial value problem ,  y(0)=1
y' = f(x,y) = 2 y2 x
h= 0.1
yn+1= yn + h. f(xn,yn)
y(0)=1 ==>  x0 = 0   and y0 = 1
n=0 ==>  y1= y0 + h. f(x0,y0)   ==> y1 =y(0.1)=  1 +  0 = 1
 n=1 ==>  y2= y1 + h. f(x1,y1)   ==> y2 =y(0.2)=  1 +  0.1*2*(0.1) (1)2 = 1.02
 n=2 ==>  y3= y2 + h. f(x2,y2)   ==> y3 =y(0.3)=  1.02 +  0.1*2*(0.2) (1.02)2 = 1.06162      
 n=3 ==>  y4= y3 + h. f(x3,y3)   ==> y4 =y(0.4)=  1.06162 +  0.1*2*(0.3) (1.06162)2 = 1.129624
     n=4 ==>  y5= y4 + h. f(x4,y4)   ==> y5 =y(0.5)=  1.129624 +  0.1*2*(0.3) (1.129624)2 = 1.23125
                                                           HENCE      y(0.5)= 1.23125    with step size h= 0.1
MATLAB  programming:

%% % euler rule

clear euler

h=0.1 ;

x(1)= 0;

y(1)= 1;

tmax=0.5;

n=(tmax-x(1)) /h;

tout=x(1);

yout=y(1).';

disp(' n x numerical ')

disp('~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~')

for i=1:(n + 1 )

x(i+1) = x(1)+ i*h;

k1 = h*f(x(i), y(i));

y(i+1) = y(i) + k1 ;

%

tout=[tout;x(i)];

yout=[yout,y(i).'] ;

if rem(i-1 ,1) ==0 %

fprintf('%5.0f%15.2f%17.7f\n',i-1 ,x(i), y(i) );

end

end

plot(tout,yout,'r'),grid

xlabel('t')

ylabel('y(t)')

-----------------------------------------

function yt= f(x,y)

yt= 2*x*y^2;

>>  euler
   n           x            numerical      
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
    0           0.00        1.0000000
    1           0.10        1.0000000
    2           0.20        1.0200000
    3           0.30        1.0616160
    4           0.40        1.1292377
    5           0.50        1.2312519                SAME  ANSWER 
B. repeat part A with step size 0.05
>> euler      
    n           x            numerical      
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
    0           0.00        1.0000000
    1           0.05        1.0000000
    2           0.10        1.0050000
    3           0.15        1.0151002
    4           0.20        1.0305567
    5           0.25        1.0517976
    6           0.30        1.0794546
    7           0.35        1.1144112
    8           0.40        1.1578782
    9           0.45        1.2115054
   10           0.50        1.2775540                      y(0.5)  =   1.2775540   with step size h= (0.1) / 2  = 0.05 
   
 ,  y(0)=1
dy /dx =  2 y2 x
     y-2   dy=  2x dx    intgerate both sides
   -1/y =  x2  +C
  y(x) = -1 /  ( x2  +C)
 y(0)=1  ==>  1=  -1 /C  ==> C= -1
y(x) =       
y(0) = -1/ (0-1) =1   == y(0.5) =   1.33333    EXACT  value 
  y(0.5) =   1.33333    EXACT  value 
    y(0.5)= 1.23125    with step size h= 0.1
   y(0.5)  =   1.2775540   with step size h= (0.1) / 2  = 0.05 
ADU
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