using matlab - university of...
TRANSCRIPT
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Using Matlab
Jake Blanchard
University of Wisconsin - Madison
Spring 2008
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About Matlab
Origins are in linear algebra
Much functionality added later
Runs on all platforms
Many toolboxes exist
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Matlab Demos
Type “demo”
Poke around…
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Matlab GUIs
Matlab has a tool for creating Graphical
User Interfaces
You can start it up by typing guide at the
command prompt
Let me know if you would like to know
how to do these. I’ve got a video that
describes a simple example.
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Matlab Toolkits
Simulink: dynamic systems simulator
Stateflow: event-driven systems
DSP, Signal Processing, Image Processing
Control, Optimization
PDE, Financial, Mapping
and many more
We’ll discuss more of this later
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Starting Out with Matlab
Start Matlab - you’ll see the “Command
Window”
Type the following:
A=[2 4; 1 3]
B=inv(A)
A*B
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Plotting
Make vectors for x and y axis and then
plot them
x=0:0.1:10
y=sin(x)
plot(x,y)
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The User Interface
You can use Matlab interactively
Just type commands and view results
Difficulty is saving session
I prefer to use scripts (m-files)
I use the built-in editor
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My Approach
Put commands into m-file
Run from main Matlab window
Edit m-file
Rerun
Repeat to perfection
Save and turn in m-file
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Demo
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Key Interface Elements
Command Window
Current Directory
Workspace
Command History
Editor
Save to m-file from history window
File/Save As…
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Matlab Path
When you run a script, Matlab looks in the
Matlab path for the file
It assumes a .m extension
Path is at top of command window
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Practice with m-files
Download the file falling.m from
course web site
Put them somewhere in your path
Type falling in command window
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The problem
These scripts are calculating elevation for
80 kg paratrooper falling from 600
meters.
Chute opens after 5 second free-fall.
Drag coefficient increases by factor of 4
with chute open.
Chute opens at ~480 meters and
trooper reaches ground at about 14 s.
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Output
0 5 10 15-100
0
100
200
300
400
500
600
time (s)
x (
m)
v(m
/s)
height-before
height-after
velocity-before
velocity-after
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Calling
Scriptmass=80;
height=600;
gravity=9.81;
tsplit=5;
alpha=1/15;
trange=[0 tsplit];
inits=[height,0];
[t,y]=ode45(@fallfunc,trange,inits);
alpha=4/15;
trange=[tsplit 2.85*tsplit];
inits=[y(end,1) y(end,2)];
[t2,y2]=ode45(@fallfunc,trange,inits);
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Question
What is impact velocity?
What is impact velocity if chute doesn’t
open? [set time before chute opens
(tsplit) to longer time and read off
velocity when height=0]
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Variables
Up to 63 characters
Must begin with letter
Contain letters, digits, and
underscore
No punctuation
Case-sensitive
No spaces
A=5
B=3
C=A+B
C=C+3
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Pre-Defined Constants
pi
i
j 1
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Managing Variables and Screen
clear – removes variables from
memory
clear var1 var2 – removes specific
variables from memory
clc – clear screen
who – lists currently defined variables
up arrow will recall commands and TAB
will do name completion
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Formatting output
format short
format long
format short E
format hex
format bank
format rat
3.1416
3.141592653589793
3.1416e+000
400921fb54442d18
3.14
355/113
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More output options
disp – displays value of variable without variable name
>> vec=0:5;
>> disp(vec)
0 1 2 3 4 5
>> disp(pi)
3.1416
>> disp('This is "pi" in short format')
This is "pi" in short format
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More Output Options - fprintf
fprintf('The number pi is %f\n', pi)
The number pi is 3.141593
fprintf('The number pi is %6.2f\n‘, pi)
The number pi is 3.14
fprintf('The number pi is %6.2e\n', pi)
The number pi is 3.14e+000
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Getting help
Go to help menu or type
help plot
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Practice
Write a script to calculate the pressure of
1 mol of chlorine gas in a 22.4 liter
container at 273 K
Ideal gas law
van der Waals gas law
08206.0 RV
nRTP
0562.049.62
2
baV
an
nbV
nRTP
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Vectors and Matrices
Think of vectors as lists
Think of matrices as arrays (lists of lists)
V1=[0 1 2 3 4]
V2=0:4
M1=[1 0 1; 0 1 0; 0 0 1]
M2=ones(3)
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Built-in Matrices
zeros(m,n) – filled with 0’s
ones(m,n) – filled with ones
eye(n) – identity
rand(n,m) – random numbers
randn(n,m) – normally distributed
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Accessing elements
You can pick out individual components of vectors and matrices
V1(3) – third element
M1(2,3) – row 2, column 3
M1(:,2) – all rows, column 2
M1(1,:) – row 1, all columns
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Practice
Generate vector (x) of positive integers
less than 50
Plot exp(x)
Plot exp(x2)
Plot exp(1/x)Create x vector
Then:
y=exp(x)
plot(x,y)
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The “.” operators
Using a dot before
an operator will
force element by
element math, as
opposed to vector
math
164
91*.
4*42*2
3*31*1*.
2210
157*
4*43*22*41*2
4*33*12*31*1*
42
31*
42
31*
42
31
AA
AA
AA
AA
AA
A
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Vector Math
Try this:
v=0:5
z=v*v
To square each element:
z=v.*v
Also ./ and .^
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Practice
Try again to plot exp(x2) for 0<x<50
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Practice
Use data below to find average and maximum speeds for the 5 routes
(Divide distance by time, term-by-term)
Average of vector is mean(v)
Maximum is max(v)
1 2 3 4 5
Distance
(mi)
560 440 490 530 370
Time
(hr)
10.3 8.2 9.1 10.1 7.5
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Vector and Matrix Functions
length(A) – length of vector
size(A) – size of matrix
diag(A) – diagonal of matrix
inv(A) – inverse of matrix
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Functions
exp, log, log10, sqrt
sin, cos, tan, asin, acos, atan
max, min, mean, median, sum, prod, sort
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Plotting – Again
Make vectors for x and y axis and
then plot them
x=0:0.1:10
y=sin(x)
plot(x,y,'--rs','LineWidth',2)
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0 1 2 3 4 5 6 7 8 9 10-1
-0.8
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
0.8
1
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More Graphics
fplot(@(x) x^2+4*sin(2*x)-1,[-3,3])
-3 -2 -1 0 1 2 3-5
0
5
10
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More Graphics
Adding axes, labels, and legends
xlabel(‘Time (seconds)’)
legend(‘\alpha =1’)
axis([0 3 -1 1])
Put this in after plot command
Opening a new plot window
figure
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Practice
Plot sin(1/x) from 0 to 0.2
Put in labels, a title, and a legend
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Grouping Plots x=0:0.01:10;
y=sin(x);
z=cos(x);
subplot(2,1,1)
plot(x,z)
ylabel(‘cos(x)');
subplot(2,1,2)
plot(x,y)
ylabel(‘sin(x)');
xlabel('x');
0 1 2 3 4 5 6 7 8 9 10-1
-0.5
0
0.5
1
cos(x
)
0 1 2 3 4 5 6 7 8 9 10-1
-0.5
0
0.5
1
sin
(x)
x
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Surface Plots
[X,Y,Z] = peaks(30);
surfc(X,Y,Z)
colormap hsv
axis([-3 3 -3 3 -10 5])
-3-2
-10
12
3
-2
0
2
-10
-5
0
5
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Practice
Plot cos(x2+y2) for -3<x<3 and -3<y<3
Commands on next page will generate
appropriate “z” matrix
You just need to add in a surfc(x,y,z)
command
File ForSurfPlot.m will set up the
matrices
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Generating Values for Surface Plot
(we will learn this later)
N=100
lowX=-3
highX=3
for i=1:N
for j=1:N
x(i,j)=lowX+i*(highX-lowX)/N;
y(i,j)=lowX+j*(highX-lowX)/N;
z(i,j)=cos(x(i,j).^2+y(i,j).^2);
end
end
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Other Plot Types
Vertical bar
Horizontal bar
Stairs
Stem
Pie
Histogram
polar
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Adjusting Plots Interactively
Demo
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Animation
To animate a plot, simply generate a series
of snapshots and then use “move” to
show them
Example, animate sin(x)*sin(2*pi*t/20)
Get file anim.m
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Animation Example
x=0:pi/100:2*pi;
y=sin(x);
plot(x,y)
axis tight
set(gca,'nextplot','replacechildren');
% Record the movie
for j = 1:20
plot(x,sin(2*pi*j/20)*y)
F(j) = getframe;
end
% Play the movie two times
movie(F,2)
![Page 49: Using Matlab - University of Wisconsin–Madisonblanchard.ep.wisc.edu/PublicMatlab/Intro/Intro.pdf · Using Matlab Jake Blanchard University of Wisconsin - Madison Spring 2008. About](https://reader034.vdocuments.us/reader034/viewer/2022042800/5a78263b7f8b9a0d558e8146/html5/thumbnails/49.jpg)
Questions?