The best way to plot direction fileds is to use existing m-files, credited to John Polking from Rice University
(http://math.rice.edu/~polking/). He is the author of two special
matlab routines:
dfield8 plots direction fields for single, first order ordinary
differential equations, and allows the user to plot solution curves;
pplane8 plots vector fields for planar autonomous systems.
It allows the user to plot solution curves in the phase plane, and it also enables a variety of time plots of the
solution. It will also find equilibrium points and plot separatrices. The latest versions of dfield8 and pplane8
m-functions are not compatible with the latest matlab version.
You can grab its modification that works from dfield.m
Since matlab has no friendly subroutine to plot direction fileds
for ODEs, we present several codes that allow to plot these fields directly. Many others can found on the Internet.
The following Octave code shows how to plot the direction field for the linear differential equation \( y' = 5\,y - 3\,x . \)
% plot direction field for first order ODE y' = f(t,y)
function dirfield
f = @(t,y) -y^2+t % f = @(independent_var, dependent_var)
% mathematical expression y in terms of t
figure;
dirplotter(f, -1:.2:3, -2:.2:2) % dirfield(f, t_min:t_spacing:t_max, y_min:y_spacing:y_min)
% using t-values from t_min to t_max with spacing of t_spacing
% using y-values from y_min to t_max with spacing of y_spacing
end
function dirplotter(f,tval,yval) % plots direction field using aboved defined (f,tval,yval)
[tm,ym]=meshgrid(tval,yval); % creates a grid of points stored in matrices in the (t,y)-plane
dt = tval(2) - tval(1); % determines t_spacing and y_spacing based on tval
dy = yval(2) - yval(1); % determines t_spacing and y_spacing based on yval
fv = vectorize(f); % prevents matrix algebra; if f is a function handle fv is a string
if isa(f,'function_handle') % if f is function handle
fv = eval(fv); % turn fv into a function handle from a string
end
yp=feval(fv,tm,ym); % evaluates differential equation fv from tm and ym from meshgrid
s = 1./max(1/dt,abs(yp)./dy)*0.35;
h = ishold; % define h as ishold which returns 1 if hold is on, and 0 if it is off
quiver(tval,yval,s,s.*yp,0,'.r'); hold on; % plots vectors at each point w direction based on righthand side of differential equation
quiver(tval,yval,-s,-s.*yp,0,'.r');
if h % h above defined as ishold
hold on % retain current plot
else % refers to all not h
hold off % resets axes properties to default
end
axis([tval(1)-dt/2,tval(end)+dt/2,yval(1)-dy/2,yval(end)+dy/2]) % sets the scaling for axes on current graph to ends of tval and yval
end
% Simple direction field plotter
clear;
[T Y]=meshgrid(-2:0.2:2,-2:0.2:2);
dY=cos(3*T)+Y./T;
dT=ones(size(dY));
scale=sqrt(1+dY.^2);
figure;
quiver(T, Y, dT./scale, dY./scale,.5,'Color',[1 0 0]);
xlabel('t');
ylabel('y');
title('Direction Field for dy/dt');
axis tight;
hold on;
% change color
% do multiple examples, x.^2-y.^2; use T, etc
% Simple direction field plotter
clear;
[T Y]=meshgrid(-2:0.2:2,-2:0.2:2);
dY=T.^2-Y.^2;
dT=ones(size(dY));
scale=sqrt(1+dY.^2);
figure;
quiver(T, Y, dT./scale, dY./scale,.5,'Color',[0 1 0]);
xlabel('t');
ylabel('y');
title('Direction Field for dy/dt');
axis tight;
hold on;
Example:
**DESCRIPTION OF PROBLEM GOES HERE**
This is a description for some MATLAB code. MATLAB is an extremely useful tool for many different areas in engineering, applied mathematics, computer science, biology, chemistry, and so much more. It is quite amazing at handling matrices, but has lots of competition with other programs such as Mathematica and Maple. Here is a code snippet plotting two lines (
y vs. x and
z vs. x) on the same graph. Click to view the code!
figure(1)
plot(x, y, 'Color', [1 0 0]) %blue line
hold on
plot(x, z, 'Color', [0 1 0]) %green line
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Babolian, E. and Javadi, Sh., “New method for calculating Adomian polynomials”, Applied Mathematics and Computation, 2004, Volume 153, Issue 1, 25 May 2004, pages 253--259. https://doi.org/10.1016/S0096-3003(03)00629-5
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