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RK 4 method for ODES

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Syed Abdul Rafay
Syed Abdul Rafay 2022 年 12 月 15 日
編集済み: Syed Abdul Rafay 2022 年 12 月 15 日
When I run this code it gives me error. I tried to change some value but no luck
function RK4(a,b,N)
if nargin<3, a=0; b=1; N=20; end
h=(b-a)/N;
y(1)=1;
y1(1)=2;
for i=1:N
t=(i-1)*h;
k1=f(t,y(i),y1(i));
k2=f(t+h/2,y(i)+k1*h/2,y1(i)+k1*h/2);
k3=f(t+h/2,y(i)+k2*h/2,y1(i)+k2*h/2);
k4=f(t+h,y(i)+k3*h,y1(i)+k3*h);
y(i+1)=y(i)+(1/6)*(k1+2*k2+2*k3+k4)*h;
end
for i=1:N+1
t=(i-1)*h;
exact(i)=exp(t)+t;
end
error=max(abs(exact-y))
disp(y(N));
figure;
plot(i,y,'LineWidth',2);
xlabel('X');
ylabel('Y');
end
function fty=f(t,y,y1)
fty=-y1+exp(-7*t)*(t-y)+2*exp(t)+exp(-6*t)+1;
end
Output
Index exceeds the number of array elements. Index must not exceed 1.
Error in RK4 (line 28)
k1=f(t,y(i),y1(i));

回答 (1 件)

Steven Lord
Steven Lord 2022 年 12 月 15 日
y(1)=1;
y1(1)=2;
for i=1:N
At the start of the loop (during iteration 1) y and y1 each have 1 element.
t=(i-1)*h;
k1=f(t,y(i),y1(i));
At iteration 1 this line uses element 1 of the y and y1 variables.
At iteration 2 this line uses element 2 of the y and y1 variables.
k2=f(t+h/2,y(i)+k1*h/2,y1(i)+k1*h/2);
k3=f(t+h/2,y(i)+k2*h/2,y1(i)+k2*h/2);
k4=f(t+h,y(i)+k3*h,y1(i)+k3*h);
y(i+1)=y(i)+(1/6)*(k1+2*k2+2*k3+k4)*h;
At iteration 1 this line assigns to element 2 of y, so at the start of iteration 2 y will have 2 elements.
Nowhere in this loop do you assign to any element of y1, so it will always remain 1 element long. This is the cause of the error at iteration 2. It doesn't make sense to ask for the value of the second element of a vector with one element.
end
If your goal is to solve a system of ODEs, use one of the ones included in MATLAB rather than writing your own.
If your goal is to implement your own ODE solver (because it's a homework assignment, for example) you need to determine what values to assign to subsequent elements in y1 inside the loop like you're assigning to y.
  5 件のコメント
Steven Lord
Steven Lord 2022 年 12 月 15 日
the y(2) and y(2) value will be gained from the end of the loop of first iteration.
You assign to y(2) in your loop [technically y(i+1) where i is equal to 1.] You never assign to y1(2).
Syed Abdul Rafay
Syed Abdul Rafay 2022 年 12 月 15 日
編集済み: Syed Abdul Rafay 2022 年 12 月 15 日
I corrected my code thanks for the help.

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