Transcript MATLAB

MATLAB
Basics
MATLAB User Environment
Workspace/Variable
Inspector
Command Window
Command History
Getting help
There are several ways of getting help:
Basic help on named commands/functions is echoed to the command
window by:
>> help command-name
A complete help system containing full text of manuals is started by:
>> helpdesk
System Environment
• Windows
– MATLAB installed in c:\matlab6.5
– Your code…anywhere convenient (e.g. h:\matlab)
• Linux (Environment network)
– MATLAB installed in /apps/matlab
– Your code in /home/username/matlab
– Your environment configuration in ~/.matlab
startup.m
• The script $matlab_root\toolbox\local\matlabrc.m
is always run at startup – it reads system
environment variables etc, and initialises
platform dependent settings. If present it will run
a user defined initialisation script: startup.m
– Linux: /home/user/matlab/startup.m
– Windows: $matlab_root\toolbox\local\startup.m
• Use startup.m for setting paths, forcing
preferred settings, etc.
Example startup.m file (for my laptop)
%------------------------------------% Matlab startup file for IMB's laptop
%------------------------------------%-- add paths for my m-files -addpath d:/matlab
addpath d:/matlab/bulk2.5
addpath d:/matlab/bulk2.6
addpath d:/matlab/coastal
addpath d:/matlab/lidar
addpath d:/matlab/ndbc
addpath d:/matlab/page
addpath d:/matlab/sections
addpath d:/matlab/sharem
addpath d:/matlab/wavelet
addpath d:/matlab/LEM
addpath d:/matlab/GPSbook
addpath d:/matlab/FAAM
addpath d:/matlab/FAAM/winds
addpath d:/matlab/faam/bae
%-- add netCDF toolbox -addpath c:/matlab701/bin
addpath c:/matlab701/bin/win32
addpath d:/matlab/netcdf
addpath d:/matlab/netcdf/ncfiles
addpath d:/matlab/netcdf/nctype
addpath d:/matlab/netcdf/ncutility
%-- add path for generic data -addpath d:/matlab/coastlines
% coastline data
addpath d:/cw96/flight_data/jun02 % raw cw96
addpath d:/cw96/flight_data/jun07 % aircraft data
addpath d:/cw96/flight_data/jun11
addpath d:/cw96/flight_data/jun12
addpath d:/cw96/flight_data/jun17
addpath d:/cw96/flight_data/jun19
addpath d:/cw96/flight_data/jun21
addpath d:/cw96/flight_data/jun23
addpath d:/cw96/flight_data/jun26
addpath d:/cw96/flight_data/jun29
addpath d:/cw96/flight_data/jul01
addpath d:/cw96/runs % run definitions for cw96 flights
%---------------------------------------------------------------------%-- set default figure options -set(0,'DefaultFigurePaperType','a4')
% this should be the default in EU anyway
set(0,'DefaultFigurePaperUnits','inches')
% v6 defaults to cm for EU countries
set(0,'DefaultFigureRenderer','painters')
% v7 default OpenGL causes problems
• addpath – adds directories to
the search path. MATLAB will
look in ALL directories on the
path for:
– Functions and scripts (.m files)
– MATLAB data files (.mat files)
• It will also look in the current
directory
• The ‘set’ commands in the
example startup.m file set
some default graphics
properties, overriding the
defaults – will cover these
later.
The WORKSPACE
• MATLAB maintains an active workspace, any
variables (data) loaded or defined here are
always available.
• Some commands to examine workspace, move
around, etc:
who : lists variables in workspace
>> who
Your variables are:
x
y
whos : lists names and basic properties of variables in the workspace
>> whos
Name
x
y
Size
3x1
3x2
Bytes
24
48
Class
double array
double array
Grand total is 9 elements using 72 bytes
pwd, cd, dir, ls : similar to operating system (but no option switches)
>> pwd
ans =
D:\
>> cd cw96\jun02
>> dir
.
30m_wtv.mat
..
960602_sst.mat
edson2km.mat
jun02_30m_runs.mat
edson_2km_bulk.mat
VARIABLES
• Everything (almost) is treated as a doubleprecision floating point array by default
– Typed variables (integer, float, char,…) are supported,
but usually used only for specific applications. Not all
operations are supported for all typed variables.
– [IDL uses typed variables, but allows mixing of
types...at least to some extent]
>> x=[1 2 3]
x =
1
2
3
>> x=[1,2,3]
x =
1
2
3
>> x=[1
2
3
4];
>> x=[1;2;3;4]
x =
1
2
3
4
When defining variables, a space or
comma separates elements on a
row.
A newline or semicolon forces a
new row; these 2 statements are
equivalent.
NB. you can break definitions across
multiple lines.
• 1 & 2D arrays are treated as formal matrices
– Matrix algebra works by default:
>> a=[1 2];
>> b=[3
4];
1x2 row oriented array (vector)
(Trailing semicolon suppresses display of output)
2x1 column oriented array
>> a*b
ans =
11
Result of matrix multiplication depends on
order of terms (non-cummutative)
>> b*a
ans =
3
4
6
8
• Element-by-element operation is forced by
preceding operator with ‘.’
>> a=[1 2];
>> b=[3
4];
>> a.*b
??? Error using ==> times
Matrix dimensions must agree.
Size and shape must match
>> a=[1 2]
A =
1
No trailing semicolon,
immediate display of result
2
>> b=[3 4];
>> a.*b
ans =
3
>> c=a+b
c =
4
Element-by-element
multiplication
8
6
Matrix addition & subtraction
operate element-by-element
anyway. Dimensions of
matrix must still match!
>> A = [1:3;4:6;7:9]
A =
1
2
3
4
5
6
7
8
9
>> mean(A)
ans =
4
5
6
>> sum(A)
ans =
12
18
15
Most common functions operate on
columns by default
INDEXING ARRAYS
n
m
• MATLAB indexes arrays:
– 1 to N
– [row,column]
[1,1
2,1
3,1
.
m,1
1,2
2,2
3,2
.
m,2
• IDL indexes arrays:
– 0 to N-1
– [column,row]
.
.
.
.
.
1,n
2,n
3,n
m,n]
[0,0
1,0
0,1
1,1
0,2
1,2
.
.
0,m-1 1,m-1
. n-1,0
. n-1,1
. n-1,2
.
.
. n-1,m-1]
>> A = [1:3;4:6;7:9]
A =
1
2
3
4
5
6
7
8
9
>> A(2,3)
ans =
6
>> A(1:3,2)
ans =
2
5
8
The colon indicates a range, a:b (a to b)
>> A(2,:)
ans =
4
A colon on its own indicates ALL values
5
6
THE COLON OPERATOR
• Colon operator occurs in several forms
– To indicate a range (as above)
– To indicate a range with non-unit increment
>> N = 5:10:35
N =
5
15
25
>> P = [1:3; 30:-10:10]
P =
1
2
3
30
20
10
35
• To extract ALL the elements of an array (extracts
everything to a single column vector)
>> A = [1:3; 10:10:30;
100:100:300]
A =
1
10
100
2
20
200
3
30
300
>> A(:)
ans =
1
10
100
2
20
200
3
30
300
LOGICAL INDEXING
• Instead of indexing arrays directly, a logical
mask can be used – an array of same size, but
consisting of 1s and 0s – usually derived as
result of a logical expression.
>> X = [1:10]
X =
1
2
3
4
5
6
7
8
9
10
0
0
0
0
0
1
1
1
1
8
9
10
>> ii = X>6
ii =
0
>> X(ii)
ans =
7
Basic Operators
+, -, *, / : basic numeric operators
\ : left division (matrix division)
^ : raise to power
’ : transpose (of matrix) – flip along diagonal
• fliplr(), flipud() : flip matrix about
vertical and horizontal axes.
SAVING DATA
• MATLAB uses its own platform independent file format
for saving data – files have a .mat extension
– The ‘save’ command saves variables from the
workspace to a named file (or matlab.mat if no
filename given)
• save filename – saves entire workspace to filename.mat
• save var1 var2 … filename – saves named variables
to filename.mat
– By default save overwrites an existing file of the same
name, the –append switch forces appending data to
an existing file (but variables of same name will be
overwritten!)
• save var1 var2 filename -append
– Data is recovered with the ‘load’ command
• load filename – loads entire .mat file
• load filename var1 var2 …– loads named variables
• load filename –ascii – loads contents of an ascii
flatfile in a variable ‘filename’.
The ascii file must contain a rectangular array of numbers so
that it loads into a single matrix.
• X=load(‘filename’,’-ascii’) – loads the ascii file into
a variable ‘X’
• save var1 filename –ascii – saves a single variable
to an ascii flat file (rectangular array of numbers)
• There have been changes to the internal format of .mat files
between MATLAB v4 and v5 (major changes to allow arrays
with more than 2 dimensions, structures, cell arrays…), and
again with v7 (minor change to use unicode instead of ascii).
Later versions will load old format files. You can force save to
an old file format with –v4 and –v6 switches
save filename –v6