RK 6 method giving large errors
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The following code solves for a projectile motion without drag using RK6. I am finding huge variations between values derived from RK6 and that from the exact solution. Can anyone explain why this is happening?
clear all;
%Projectile motion without drag solution using RK6
%x'' = 0, y'' = -g Equations to be solved
g=9.807;
vel=100; th_deg=30; %input
x0=0; y0=0; %initial condition
t0=0; tf=100; %time span
vx=vel*cosd(th_deg); %velocity along x
vy=vel*sind(th_deg); %velocity along y
%transforming second order differential equation to first order
%x'=u represented by fx
%u'=0 represented by fu
%y'=v represented by fy
%v'=-g represented by fv
fx=@(t,x,u) u;
fu=@(t,x,u) 0;
fy=@(t,y,v) v;
fv=@(t,y,v) -g;
t(1)=0;
x(1)=0;y(1)=0;
x_exact(1)=0;y_exact(1)=0; %exact solution
u(1)=vx;v(1)=vy;
h=0.001;
N=ceil((tf-t(1))/h);
for j=1:N
t(j+1)=t(j)+h;
x_exact(j+1)=vx*t(j+1);
y_exact(j+1)=vy*t(j+1)-g*0.5*(t(j+1))^2;
k1x=fx(t(j),x(j),u(j));
k1u=fu(t(j),x(j),u(j));
k1y=fy(t(j),y(j),v(j));
k1v=fv(t(j),y(j),v(j));
k2x=fx(t(j)+h,x(j)+k1x,u(j)+k1u);
k2u=fu(t(j)+h,x(j)+k1x,u(j)+k1u);
k2y=fy(t(j)+h,y(j)+k1y,v(j)+k1v);
k2v=fv(t(j)+h,y(j)+k1y,v(j)+k1v);
k3x=fx(t(j)+h/2,x(j)+((3*k1x+k2x)/8),u(j)+((3*k1u+k2u)/8));
k3u=fu(t(j)+h/2,x(j)+((3*k1x+k2x)/8),u(j)+((3*k1u+k2u)/8));
k3y=fy(t(j)+h/2,y(j)+((3*k1y+k2y)/8),v(j)+((3*k1v+k2v)/8));
k3v=fv(t(j)+h/2,y(j)+((3*k1y+k2y)/8),v(j)+((3*k1v+k2v)/8));
k4x=fx(t(j)+2*h/3,x(j)+(8*k1x+2*k2x+8*k3x)/27,u(j)+(8*k1u+2*k2u+8*k3u)/27);
k4u=fu(t(j)+2*h/3,x(j)+(8*k1x+2*k2x+8*k3x)/27,u(j)+(8*k1u+2*k2u+8*k3u)/27);
k4y=fy(t(j)+2*h/3,y(j)+(8*k1y+2*k2y+8*k3y)/27,v(j)+(8*k1v+2*k2v+8*k3v)/27);
k4v=fv(t(j)+2*h/3,y(j)+(8*k1y+2*k2y+8*k3y)/27,v(j)+(8*k1v+2*k2v+8*k3v)/27);
k5x=fx(t(j)+(7-(21)^0.5)*h/14,x(j)+(3*(3*(21)^0.5-7)*k1x-8*(7-(21)^0.5)*k2x+48*(7-(21)^0.5)*k3x-3*(21-(21)^0.5)*k4x)/392,u(j)+3*((3*(21)^0.5-7)*k1u-8*(7-(21)^0.5)*k2u+48*(7-(21)^0.5)*k3u-3*(21-(21)^0.5)*k4u)/392);
k5u=fu(t(j)+(7-(21)^0.5)*h/14,x(j)+(3*(3*(21)^0.5-7)*k1x-8*(7-(21)^0.5)*k2x+48*(7-(21)^0.5)*k3x-3*(21-(21)^0.5)*k4x)/392,u(j)+3*((3*(21)^0.5-7)*k1u-8*(7-(21)^0.5)*k2u+48*(7-(21)^0.5)*k3u-3*(21-(21)^0.5)*k4u)/392);
k5y=fy(t(j)+(7-(21)^0.5)*h/14,y(j)+(3*(3*(21)^0.5-7)*k1y-8*(7-(21)^0.5)*k2y+48*(7-(21)^0.5)*k3y-3*(21-(21)^0.5)*k4y)/392,v(j)+3*((3*(21)^0.5-7)*k1v-8*(7-(21)^0.5)*k2v+48*(7-(21)^0.5)*k3v-3*(21-(21)^0.5)*k4v)/392);
k5v=fv(t(j)+(7-(21)^0.5)*h/14,y(j)+(3*(3*(21)^0.5-7)*k1y-8*(7-(21)^0.5)*k2y+48*(7-(21)^0.5)*k3y-3*(21-(21)^0.5)*k4y)/392,v(j)+3*((3*(21)^0.5-7)*k1v-8*(7-(21)^0.5)*k2v+48*(7-(21)^0.5)*k3v-3*(21-(21)^0.5)*k4v)/392);
k6x=fx(t(j)+(7+(21)^0.5)*h/14,x(j)+(-5*(231+51*(21)^0.5)*k1x-40*(7+(21)^0.5)*k2x-320*(21)^0.5*k3x+3*(21+121*(21)^0.5)*k4x+392*(6+(21)^0.5)*k5x)/1960,u(j)+(-5*(231+51*(21)^0.5)*k1u-40*(7+(21)^0.5)*k2u-320*(21)^0.5*k3u+3*(21+121*(21)^0.5)*k4u+392*(6+(21)^0.5)*k5u)/1960);
k6u=fu(t(j)+(7+(21)^0.5)*h/14,x(j)+(-5*(231+51*(21)^0.5)*k1x-40*(7+(21)^0.5)*k2x-320*(21)^0.5*k3x+3*(21+121*(21)^0.5)*k4x+392*(6+(21)^0.5)*k5x)/1960,u(j)+(-5*(231+51*(21)^0.5)*k1u-40*(7+(21)^0.5)*k2u-320*(21)^0.5*k3u+3*(21+121*(21)^0.5)*k4u+392*(6+(21)^0.5)*k5u)/1960);
k6y=fy(t(j)+(7+(21)^0.5)*h/14,y(j)+(-5*(231+51*(21)^0.5)*k1y-40*(7+(21)^0.5)*k2y-320*(21)^0.5*k3y+3*(21+121*(21)^0.5)*k4y+392*(6+(21)^0.5)*k5y)/1960,v(j)+(-5*(231+51*(21)^0.5)*k1v-40*(7+(21)^0.5)*k2v-320*(21)^0.5*k3v+3*(21+121*(21)^0.5)*k4v+392*(6+(21)^0.5)*k5v)/1960);
k6v=fv(t(j)+(7+(21)^0.5)*h/14,y(j)+(-5*(231+51*(21)^0.5)*k1y-40*(7+(21)^0.5)*k2y-320*(21)^0.5*k3y+3*(21+121*(21)^0.5)*k4y+392*(6+(21)^0.5)*k5y)/1960,v(j)+(-5*(231+51*(21)^0.5)*k1v-40*(7+(21)^0.5)*k2v-320*(21)^0.5*k3v+3*(21+121*(21)^0.5)*k4v+392*(6+(21)^0.5)*k5v)/1960);
k7x=fx(t(j)+h,x(j)+(15*(22+7*(21)^0.5)*k1x+120*k2x+40*(7*(21)^0.5-5)*k3x-63*(3*(21)^0.5-2)*k4x-14*(49+9*(21)^0.5)*k5x+70*(7-(21)^0.5)*k6x)/180,u(j)+(15*(22+7*(21)^0.5)*k1u+120*k2u+40*(7*(21)^0.5-5)*k3u-63*(3*(21)^0.5-2)*k4u-14*(49+9*(21)^0.5)*k5u+70*(7-(21)^0.5)*k6u)/180);
k7u=fu(t(j)+h,x(j)+(15*(22+7*(21)^0.5)*k1x+120*k2x+40*(7*(21)^0.5-5)*k3x-63*(3*(21)^0.5-2)*k4x-14*(49+9*(21)^0.5)*k5x+70*(7-(21)^0.5)*k6x)/180,u(j)+(15*(22+7*(21)^0.5)*k1u+120*k2u+40*(7*(21)^0.5-5)*k3u-63*(3*(21)^0.5-2)*k4u-14*(49+9*(21)^0.5)*k5u+70*(7-(21)^0.5)*k6u)/180);
k7y=fy(t(j)+h,y(j)+(15*(22+7*(21)^0.5)*k1y+120*k2y+40*(7*(21)^0.5-5)*k3y-63*(3*(21)^0.5-2)*k4y-14*(49+9*(21)^0.5)*k5y+70*(7-(21)^0.5)*k6y)/180,v(j)+(15*(22+7*(21)^0.5)*k1v+120*k2v+40*(7*(21)^0.5-5)*k3v-63*(3*(21)^0.5-2)*k4v-14*(49+9*(21)^0.5)*k5v+70*(7-(21)^0.5)*k6v)/180);
k7v=fv(t(j)+h,y(j)+(15*(22+7*(21)^0.5)*k1y+120*k2y+40*(7*(21)^0.5-5)*k3y-63*(3*(21)^0.5-2)*k4y-14*(49+9*(21)^0.5)*k5y+70*(7-(21)^0.5)*k6y)/180,v(j)+(15*(22+7*(21)^0.5)*k1v+120*k2v+40*(7*(21)^0.5-5)*k3v-63*(3*(21)^0.5-2)*k4v-14*(49+9*(21)^0.5)*k5v+70*(7-(21)^0.5)*k6v)/180);
x(j+1)=x(j)+h*(9*k1x + 64*k3x + 49*k5x + 49*k6x + 9*k7x)/180;
u(j+1)=u(j)+h*(9*k1u + 64*k3u + 49*k5u + 49*k6u + 9*k7u)/180;
y(j+1)=y(j)+h*(9*k1y + 64*k3y + 49*k5y + 49*k6y + 9*k7y)/180;
v(j+1)=v(j)+h*(9*k1v + 64*k3v + 49*k5v + 49*k6v + 9*k7v)/180;
if(y(j+1)<0)
break;
end
end
hmax = max(y);
rmax = max(x);
plot(x,y);
hold on;
plot(x_exact,y_exact);
xlabel('X');
ylabel('Y');
댓글 수: 3
답변 (2개)
darova
2021년 8월 9일
First of all you should rewrite your code to make more readable. The code is very difficult to to check. Make it as clear as possible
t(j+1)=t(j)+h;
x_exact(j+1)=vx*t(j+1);
y_exact(j+1)=vy*t(j+1)-g*0.5*(t(j+1))^2;
tj = t(j);
xj = x(j);
yj = y(j);
uj = u(j);
vj = v(j);
k1x=fx(tj,xj,uj);
% ... analogically
k2x = fx(tj+h,xj+k1x,uj+k1u);
% ...
C3x = (3*k1x+k2x)/8;
C3u = (3*k1u+k2u)/8;
% ... another C3...
k3x=fx(tj+h/2,xj+C3x,uj+C3u);
% ...
% ...
C71 = 15*(22+7*(21)^0.5);
C73 = 40*(7*(21)^0.5-5);
C74 = 63*(3*(21)^0.5-2);
C75 = 14*(49+9*(21)^0.5);
C76 = 70*(7-(21)^0.5);
dx7 = (C71*k1x+120*k2x+C73*k3x-C74*k4x-C75*k5x+C76*k6x)/180;
du7 = (C71*k1u+120*k2u+C73*k3u-C74*k4u-C75*k5u+C76*k6u)/180;
k7x = fx(tj+h, xj+dx7, uj+du7);
% ...
댓글 수: 2
darova
2021년 8월 11일
편집: darova
2021년 8월 11일
I couldn't fidn a mistake. Here is comparison of ode45 and exact solution. Looks like there is a mistake in the algorithm RK6
g=9.807;
vel=100; th_deg=30; %input
x0=0; y0=0; %initial condition
t0=0; tf=100; %time span
vx=vel*cosd(th_deg); %velocity along x
vy=vel*sind(th_deg); %velocity along y
t = linspace(0,9);
x_exact = vx*t; % for exact solution x= vx*t
y_exact = vy*t-g*0.5*t.^2; %for exact solution y=vy*t + 0.5*g*t^2
f = @(t,f) [f(3);f(4);0;-g];
[t1,f1] = ode45(f,t,[0 0 vx vy]);
plot(x_exact,y_exact,'.r')
line(f1(:,1),f1(:,2))
legend('exact solution','ode45')
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