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MATLAB An Introduction to MATLAB (Matrix Laboratory) 1 MATLAB Windows Current Directory Current Directory Command History Command History Command Window Command Window Workspace WorkspaceWindow Window 2 2 MATLAB Windows • Command Window – Heart of MATLAB – Access most commands and functions • Workspace window – Shows created variables during present session – Variables remain only for present session • Current Directory Window – Contains options for locating, opening, editing, and saving files • Command History Window – Keeps a history of commands used and executed in the Command Window – Does not show results of your commands 3 Document Window (Double-click on any Variable in the Workspace window automatically launches a document window) Document Window 4 Figure Window When Figures are created a new window opens 5 Edit Window Save and Run 6 Order of Operation 1. 2. 3. 4. Exponentiation Multiplication / division Parentheses first Addition / subtraction 5*(3+6) = 45 5*3+6 = 21 White space does not matter!!! 5 * 3+6 = 21 7 Parentheses • Use only ( ) • { } and [ ] mean something different • MATLAB does not assume operators 5 * (3+4) not 5(3+4) 5*6/6*5 = 25 5*6/(6*5) = 1 8 Basic Math Functions • Built into MATLAB – Addition (+) – Subtraction (-) – Multiplication (*) – Division (/) – Exponentiation (^) 9 Saving a MATLAB Session Only values of the variables are saved in the workspace Window (Caution: Do not program in the Command Window. Program in the Editor Window) Variables are saved, not the work space 10 Saving a MATLAB Session (Caution: Use Editor Window to program.) Save either by using the file menu or... Save with a command in the command window 11 Saving a Program as a M-file 1. Save your work by creating an m-file 2. File->New->m-file 3. Type your commands in the edit window that opens 4. Save as XXX.m 5. The file is saved into the current directory 6. It runs in the command window 12 Comments (%) • Be sure to comment your code – Add your name – Date – Section # – Assignment # – Descriptions of what you are doing and why 13 Comments (%) The % sign identifies comments You need one on each line 14 Elementary Math Functions • • • • • abs(x) sign(x) exp(x) log(x) log10(x) absolute value plus or minus ex natural log log base 10 15 Rounding Functions • • • • round(x) fix(x) floor(x) ceil(x) 16 Rounding Functions 17 Discrete Mathematics • factor(x) • gcd(x,y) greatest common denominator • • • • • lcm(x) rats(x) factorial(x) primes(x) isprime(x) lowest common multiple represent x as a fraction 18 Trigonometric Functions • • • • • • • • sin(x) cos(x) tan(x) asin(x) sinh(x) asinh(x) sind(x) asind(x) sine cosine tangent inverse sine hyperbolic sine inverse hyperbolic sine sine with degree input inverse sin with degree output 19 Data Analysis • • • • • • • max(x) min(x) mean(x) median(x) sum(x) prod(x) sort(x) 20 Data Analysis When x is a matrix, the max is found for each column 21 Data Analysis max value element number where the max value occurs 22 Data Analysis Vector of maximums Vector of row numbers 23 Data Analysis 24 Determining Matrix Size • size(x) • length(x) number of rows and columns biggest dimension 25 Determining Matrix Size 26 Variance and Standard Deviation 2 • std(x) • var(x) N 2 x k 1 2 k N 1 27 Random Numbers • rand(x) – Returns an x by x matrix of random numbers between 0 and 1 • rand(n,m) – Returns an n by m matrix of random numbers • These random numbers are evenly distributed 28 Random Numbers 29 Matrices • Group of numbers arranged into rows and columns • Single Value (Scalar) – Matrix with one row and one column • Vector (One dimensional matrix) – One row or one column • Matrix (Two dimensional) 30 Scalar Calculations • You can use MATLAB like you’d use a calculator Command Prompt >> 9 + 10 Ans=19 Result 31 Scalar Calculations 32 Variables • • • • MATLAB allows you to assign a value to a variable A=3 Should be read as A is assigned a value of 3 Use the variables in subsequent calculations 33 Predefined MATLAB Functions • Functions consist of – Name – Input argument(s) – Output Sqrt (x) = results Sqrt (4) = 2 34 Functions accept either scalar or matrix input X=1:10 is one row matrix 1 to 10 35 d - Matrix 36 Array Operations To create a row vector, enclose a list of values in brackets 37 Array Operations You may use either a space or a comma as a “delimiter” in a row vector 38 Array Operations Use a semicolon as a delimiter to create a new row 39 Array Operations Use a semicolon as a delimiter to create a new row 40 Array Operations Hint: It’s easier to keep track of how many values you’ve entered into a matrix, if you enter each row on a separate line. The semicolons are optional 41 Array Operations • While a complicated matrix might have to be entered by hand, evenly spaced matrices can be entered much more readily. The command b= 1:5 or the command b = [1:5] both return a row matrix 42 Array Operations The default increment is 1, but if you want to use a different increment put it between the first and final values 43 Array Operations • Array multiplication • Array division • Array exponentiation .* ./ .^ In each case the size of the arrays must match 44 Array Operations Repetitive Calculations • assume you have a list of angles in degrees that you would like to convert to radians. 45 Array Operations Repetitive Calculations Either the * or the .* operator can be used for this problem, because it is composed of scalars and a single matrix The value of pi is built into MATLAB as a floating point number, called pi 46 Array Operations Transpose Operator The transpose operator makes it easy to create tables 47 Array Operations Transpose Operator table =[degrees;radians]’ would have given the same result 48 Array Operations Transpose Operator The transpose operator works on both one dimensional and two dimensional arrays 49 Number Display • Scientific Notation – Although you can enter any number in decimal notation, it isn’t always the best way to represent very large or very small numbers – In MATLAB, values in scientific notation are designated with an e between the decimal number and exponent. (Your calculator probably uses similar notation.) 50 Number Display It is important to omit blanks between the decimal number and the exponent. For example, MATLAB will interpret 6.022 e23 as two values (6.022 and 1023 ) 51 To calculate spacing between elements use linspace and logspace number of elements in the array Initial value in the array Final value in the array 52 logspace number of elements in the array Initial value in the array expressed as a power of 10 Final value in the array expressed as a power of 10 e= 10 100 1000 53 Manipulating MATLAB Matrices 54 55