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@simonthor
Last active June 1, 2023 08:15
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Plot a direction field for a first order differential equation
function direction_field(f, xlimits, ylimits, title_text)
%% DIRECTION_FIELD plot a direction field for a first order differential equation
%% Syntax:
% direction_field(f, limits, title_text)
% direction_field(f, xlimits, ylimits, title_text)
%
%% Inputs:
% f - function handle used for calculating dy/dx: dy/dx = f(x, y). f
% must take two inputs: x and y. x and y are 2D matricies of x and y
% positions for each point on the grid defined by limits.
%
% xlimits - A vector of size 2 defining lower and upper limits for x.
%
% ylimits - A vector of size 2 defining lower and upper limits for y. If
% ylimits is undefined, xlimits will be used as ylimits.
%
% title_text - The differential equation as a string in latex format.
% Will be printed as 'dy/dx = {title_text}'
%
%% Example:
% direction_field(@(x, y) sin(x) + cos(y), [-2 2], [-5 5], '\sin(x) + \cos(y)')
% direction_field(@(x, y) sin(x) + cos(y), [-5 5], '\sin(x) + \cos(y)')
%
%% See also: QUIVER
%% Author: Simon Thor
if nargin < 3
error('Not enough input arguments. Function requires 3 or 4 input arguments.')
else if nargin == 3
title_text = ylimits;
ylimits = xlimits;
end
[X, Y] = meshgrid(linspace(xlimits(1), xlimits(2), 20), linspace(ylimits(1), ylimits(2), 20));
slope = f(X, Y);
length = sqrt(1 + slope.^2);
quiver(X, Y, 1./length, slope./length, 0.45);
axis tight; grid on; xlabel('x'), ylabel('y')
title(strcat('$\frac{dy}{dx} = ', title_text, '$'), 'interpreter','latex')
end
MIT License
Copyright (c) 2020 Simon Thor
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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