L6 10 30 2003

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Introduction to MATLAB: 

Introduction to MATLAB Northeastern University: College of Computer and Information Science Co-op Preparation University (CPU) 10/29/2003

Overview for 10/30/2003: 

Overview for 10/30/2003 Brief review of topics covered in last session (10/29/2003) MATLAB Functions Looping! Optimization Review of topics covered thus far

Review for 10/29/2003: 

Review for 10/29/2003 File Output MATLAB Scripts and Functions

High Level File Output: 

High Level File Output Some of the input commands have corresponding high-level output commands csvwrite dlmwrite

csvwrite: 

csvwrite Write a matrix to a comma-seperated value file Syntax: csvwrite('filename',M) csvwrite('filename',M,row,col) Ex. csvwrite(‘blah.csv’,a);

dlmwrite: 

dlmwrite Writes a matrix to a delimited file (using the delimiter you specify) Syntax: dlmwrite(filename,M,delimiter) dlmwrite(filename,M,delimiter,row,col) Ex. dlmwrite(‘blah.txt’,a,’:’);

Low-Level file I/O: 

Low-Level file I/O fopen fclose fprintf fgetl / fgets

fopen: 

fopen Opens a file and returns the handle to the file object File_ID = fopen(‘blah.txt’) Capturing the file handle is necessary to write or read to/from the file

fclose: 

fclose Closes a file associated with a specific file identification handle Ex. fclose(File_ID); Ex. fclose(‘all’);

fprintf: 

fprintf Multi-use: can output to a file or a screen Ex. fprintf(fid,'%6.2f %12.8f\n',y); %6.2f means a floating point with 6 leading decimals and 2 trailing Specifying 1 instead of fid will output to the screen

fgetl / fgets: 

fgetl / fgets Get line and get string, respectively. Fgetl will get you a line without the newline character at the end, while fgets will preserve the newline character (\n). Syntax: Line = fgetl(File_ID); Line = fgets(File_ID);

Programming in MATLAB: 

Programming in MATLAB Two types of files: Scripts Functions

MATLAB Scripts: 

MATLAB Scripts Scripts are MATLAB commands stored in text files. When you type the name of the script file at the MATLAB prompt the commands in the script file are executed as if you had typed them in from the keyboard. Scripts end with the extension .m Referred to as M-Files

MATLAB Functions: 

MATLAB Functions Functions are similar to scripts Functions may take arguments Functions may return one or more values

MATLAB Functions, con’t: 2: 

MATLAB Functions, con’t: 2 function [output] = function_name(input_arguments) The above is a function header and should be the first non-comment line in the function file Comments may be placed above the function header

MATLAB Functions, con’t: 3: 

MATLAB Functions, con’t: 3 Example function function [output] = square(input) output = input*input; Body of functions can contain code just like scripts could

Looping!: 

Looping! Scripts and functions also allow the ability to loop using conventional for and while loops. Note that the interpreter also lets you do it, it is simply less easy to grasp

For Loops: 

For Loops Common to other programming languages for variable = expression statement ... statement end

For Loops, con’t: 2: 

For Loops, con’t: 2 Example: (taken from MATLAB help) a = zeros(k,k) % Preallocate matrix for m = 1:k for n = 1:k a(m,n) = 1/(m+n -1); end end

For Loops, con’t: 3: 

For Loops, con’t: 3 The looping variable is defined in much the same way that we defined arrays/vectors. Ex. m = 1:k Or m = 1:10

For Loops, con’t: 4: 

For Loops, con’t: 4 Loops are shown to end by the keyword “end” Curly braces are not present to subdivide packets of code Make use of adequate white-space and tabbing to improve code readability

While Loops: 

While Loops Similar to while loops in other languages while expression statement … end

While Loops, con’t: 2: 

While Loops, con’t: 2 Ex. (taken from help while) while (1+eps) > 1 eps = eps/2; end

While Loops, con’t: 3: 

While Loops, con’t: 3 Same notes apply to while loops. Code is separated by the keyword “end”

Looping conclusion: 

Looping conclusion Some other aspects of looping exist Use help while and help for to see them

MATLAB Code Optimization: 

MATLAB Code Optimization Two ways to optimize MATLAB code Vectorize code Preallocate matrices Information contained here: http://www.mathworks.com/access/helpdesk_r12p1/help/techdoc/matlab_prog/ch10_p47.shtml

Review: 

Review Week 1: MATLAB GUI Simple Commands Declaring Variables Simple functions Week 2: Plotting File Input File Output

MATLAB GUI: 

MATLAB GUI Launch Pad / Toolbox Workspace Current Directory Command History Command Window

Simple Commands: 

Simple Commands who whos save clear load

Declaring a variable in MATLAB: 

Declaring a variable in MATLAB Not necessary to specify a type. (Such as int or float) Several kinds of variables: Vector Matrix Structure Cell array

Declaring a variable, con’t: 2: 

Declaring a variable, con’t: 2 For an integer or floating point number: simply set a variable name equal to some character Ex. A = 5; Or A = 5

Sample MATLAB functions: 

Sample MATLAB functions Min Max Median Mean Sum Diff

Plotting: 

Plotting Several types of plots available Plot Polar Bar Hist

Plot() con’t: 3 – Color options: 

Plot() con’t: 3 – Color options Color options: Yellow - ‘y’ Magenta - ‘m’ Cyan - ‘c’ Red - ‘r’ Green - ‘g’ Blue - ‘b’ White - ‘w’ Black - ‘k’ Example: plot(temp, ‘y’);

Plot() con’t: 4 – Line options: 

Plot() con’t: 4 – Line options Line styles: - solid line (default) -- dashed line : dotted line -. dash-dot line

High-Level File I/O: 

High-Level File I/O I/O = input/output 3 important commands for input csvread dlmread textread

Look Ahead: 

Look Ahead Next week: Review of any topics requested Profiling your code for speed Each day will have a separate part of the project

End: 

End Happy Halloween!