MATLAB Creating Arrays PDF

Creating Arrays MATLAB An Introduction With Applications, 6th Edition Slide deck by Dr. Amos Gilat Dr. Greg Reese The Ohio State University...

Creating Arrays MATLAB An Introduction With Applications, 6th Edition Slide deck by Dr. Amos Gilat Dr. Greg Reese The Ohio State University Miami University 1 2.0 An array is MATLAB's basic data structure Can have any number of dimensions. Most common are  vector - one dimension (a single row or column)  matrix - two or more dimensions Arrays can have numbers or letters 2 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) To create a row vector from known numbers, type variable name, then equal sign, then inside square brackets, numbers separated by spaces and/or commas variable_name = [ n1, n2, n3 ] Commas optional >> yr = [1984 1986 1988 1990 1992 1994 1996] yr = 1984 1986 1988 1990 1992 1994 1996 Note MATLAB displays row vector horizontally 3 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) To create a column vector from known numbers Method 1 - same as row vector but put semicolon after all but last number variable_name = [ n1; n2; n3 ] >> yr = [1984; 1986; 1988 ] yr = 1984 Note MATLAB displays column vector vertically 1986 1988 4 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) Method 2 - same as row vector but put apostrophe (') after closing bracket  Apostrophe interchanges rows and columns. Will study later variable_name = [ n1 n2 n3 ]' >> yr = [1984 1986 1988 ]' yr = 1984 1986 1988 5 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) To create a vector with specified constant spacing between elements variable_name = m:q:n m is first number n is last number q is difference between consecutive numbers v = m:q:n means v = [ m m+q m+2q m+3q... n ] 6 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) If omit q, spacing is one v = m:n means v = [ m m+1 m+2 m+3... n ] >> x = 1:2:13 x = 1 3 5 7 9 11 13 >> y = 1.5:0.1:2.1 Non-integer spacing y = 1.5000 1.6000 1.7000 1.8000 1.9000 2.0000 2.1000 7 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) >> z = -3:7 z = -3 -2 -1 0 1 2 3 4 5 6 7 >> xa = 21:-3:6 Negative spacing xa = 21 18 15 12 9 6 8 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) To create a vector with specified number of terms between first and last v = linspace( xi, xf, n ) xi is first number xf is last number n is number of terms (= 100 if omitted) 9 2.1 CREATING A ONE-DIMENSIONAL ARRAY (VECTOR) >> va = linspace( 0, 8, 6 ) Six elements va = 0 1.6000 3.2000 4.8000 6.4000 8.0000 >> va = linspace( 30, 10, 11 ) Decreasing elements va=30 28 26 24 22 20 18 16 14 12 10 m:q:n lets you directly specify spacing. linspace() lets you TIP directly specify number of terms 10 2.2 CREATING A TWO-DIMENSIONAL ARRAY (MATRIX) Create a two-dimensional matrix like this m = [ row 1 numbers; row 2 numbers;... ; last row numbers ]  Each row separated by semicolon  All rows have same number of columns >> a=[ 5 35 43; 4 76 81; 21 32 40] a = 5 35 43 4 76 81 21 32 40 11 2.2 CREATING A TWO-DIMENSIONAL ARRAY (MATRIX) >> cd=6; e=3; h=4; Commas optional >> Mat=[e, cd*h, cos(pi/3);... h^2 sqrt(h*h/cd) 14] Mat = 3.0000 24.0000 0.5000 16.0000 1.6330 14.0000 12 2.2 CREATING A TWO-DIMENSIONAL ARRAY (MATRIX) Can also use m:p:n or linspace() to make rows Make sure each row has same number of columns >> A=[1:2:11; 0:5:25;... linspace(10,60,6); 67 2 43 68 4 13] A = 1 3 5 7 9 11 0 5 10 15 20 25 10 20 30 40 50 60 67 2 43 68 4 13 13 2.2 CREATING A TWO-DIMENSIONAL ARRAY (MATRIX) What if number of columns different? Four columns Five columns >> B= [ 1:4; linspace(1,4,5) ] ??? Error using ==> vertcat CAT arguments dimensions are not consistent. 14 2.2.1 The zeros, ones and, eye Commands zeros(m,n) - makes matrix of m rows and n columns, all with zeros ones(m,n) - makes matrix of m rows and n columns, all with ones eye(n) - makes square matrix of n rows and columns. Main diagonal (upper left to lower right) has ones, all other elements are zero 15 2.2.1 The zeros, ones and, eye Commands >> zr=zeros(3,4) >> idn=eye(5) zr = 0 0 0 0 idn = 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 >> ne=ones(4,3) 0 0 0 1 0 ne = 1 1 1 0 0 0 0 1 1 1 1 1 1 1 1 1 1 16 2.2.1 The zeros, ones and, eye Commands To make a matrix filled with a particular number, multiply TIP ones(m,n) by that number >> z=100*ones(3,4) z = 100 100 100 100 100 100 100 100 100 100 100 100 17 2.3 NOTES ABOUT VARIABLES IN MATLAB All variables are arrays  Scalar - array with only one element  Vector - array with only one row or column  Matrix - array with multiple rows and columns Assigning to variable specifies its dimension  Don't have to define variable size before assigning to it, as you do in many programming languages Reassigning to variable changes its dimension to that of assignment 18 2.4 THE TRANSPOSE OPERATOR Transpose a variable by putting a single quote after it, e.g., x'  In math, transpose usually denoted by superscript "T", e.g., xT Converts a row vector to a column vector and vice-versa Switches rows and columns of a matrix, i.e., first row of original becomes first column of transposed, second row of original becomes second column of transposed, etc. 19 2.4 THE TRANSPOSE OPERATOR >> aa=[3 8 1] aa = 3 8 1 >> bb=aa' bb = 3 8 1 20 2.4 THE TRANSPOSE OPERATOR >> C=[2 55 14 8; 21 5 32 11; 41 64 9 1] C = 2 55 14 8 21 5 32 11 41 64 9 1 >> D=C' D = 2 21 41 55 5 64 14 32 9 8 11 1 21 2.5 ARRAY ADDRESSING Can access (read from or write to) elements in array (vector or matrix) individually or in groups Useful for changing subset of elements Useful for making new variable from subset of elements 22 2.5.1 Vector Address of element is its position in the vector "address" often called index Addresses always start at 1 (not 0)  Address 1 of row vector is leftmost element  Address 1 of column vector is topmost element To access element of a vector represented by a variable, follow variables name by address inside parentheses, e.g., v(2)=20 sets second element of vector v to 20 23 2.5.1 Vector >> VCT=[35 46 78 23 5 14 81 3 55] VCT = 35 46 78 23 5 14 81 3 5 >> VCT(4) ans = 23 >> VCT(6)=273 VCT = 35 46 78 23 5 273 81 3 5 >> VCT(2)+VCT(8) ans = 49 >> VCT(5)^VCT(8)+sqrt(VCT(7)) ans = 134 24 2.5.2 Matrix Address of element in a matrix is given by row number and column number. Address often called index or subscript Addresses always start at 1 (not 0)  Row 1 is top row  Column 1 is left column If variable ma is a matrix, ma(k,p) is element in row k and column p In MATLAB, left index always refers to row, right index to column TIP 25 2.5.2 Matrix >> MAT=[3 11 6 5; 4 7 10 2; 13 9 0 8] Column 1 MAT = 3 11 6 5 Element in 4 7 10 2 row 3 and column 1 13 9 0 8 Row 3 >> MAT(3,1) ans = 13 >> MAT(3,1)=20 Assign new value to element in row 3 and column 1 MAT = 3 11 6 5 Only this 4 7 10 2 element changed 20 9 0 8 >> MAT(2,4)-MAT(1,2) ans = -9 26 2.6 USING A COLON : IN ADDRESSING ARRAYS The colon : lets you address a range of elements Vector (row or column)  va(:) - all elements  va(m:n) - elements m through n Matrix  A(:,n) - all rows of column n  A(m,:) - all columns of row m  A(:,m:n) - all rows of columns m through n  A(m:n,:) - all columns of rows m through n  A(m:n,p:q) - columns p through q of rows m through n 27 2.6 USING A COLON : IN ADDRESSING ARRAYS >> A=[1:2:11; 2:2:12; 3:3:18; 4:4:24; 5:5:30] A = 1 3 5 7 9 11 2 4 6 8 10 12 3 6 9 12 15 18 4 8 12 16 20 24 5 10 15 20 25 30 >> B=A(:,3) All rows of column 3 B = 5 6 9 12 15 28 2.6 USING A COLON : IN ADDRESSING ARRAYS >> C=A(2,:) All columns of row 2 C = 2 4 6 8 10 12 >> E=A(2:4,:) All columns of rows two through four E = 2 4 6 8 10 12 3 6 9 12 15 18 4 8 12 16 20 24 Columns two through four of rows one >> F=A(1:3,2:4) through three F = 3 5 7 4 6 8 6 9 12 29 2.6 USING A COLON : IN ADDRESSING ARRAYS Can replace vector index or matrix indices by vectors in order to pick out specific elements. For example, for vector v and matrix m v([a b c:d]) returns elements a, b, and c through d m([a b],[c:d e]) returns columns c through d and column e of rows a and b 30 2.6 USING A COLON : IN ADDRESSING ARRAYS >> v=4:3:34 v = 4 7 10 13 16 19 22 25 28 31 34 >> u=v([3, 5, 7:10]) u = 10 16 22 25 28 31 31 2.6 USING A COLON : IN ADDRESSING ARRAYS >> A=[10:-1:4; ones(1,7); 2:2:14; zeros(1,7)] A = 10 9 8 7 6 5 4 1 1 1 1 1 1 1 2 4 6 8 10 12 14 0 0 0 0 0 0 0 >> B=A([1 3],[1 3 5:7]) B = 10 8 6 5 4 2 6 10 12 14 32 2.7 ADDING ELEMENTS TO EXISTING VARIABLES Two ways to add elements to existing variables 1. Assign values to indices that don't exist  MATLAB expands array to include indices, puts specified values in assigned elements, fills any unassigned new elements with zeros 2. Add values to ends of variables  Adding to ends of variables is called appending or concatenating  "end" of vector is right side of row vector or bottom of column vector  "end" of matrix is right column or bottom row 33 2.7 ADDING ELEMENTS TO EXISTING VARIABLES Assigning to undefined indices of vectors >> DF=1:4 DF = 1 2 3 4 >> DF(5:10)=10:5:35 DF = 1 2 3 4 10 15 20 25 30 35 >> AD=[5 7 2] AD = 5 7 2 >> AD(8)=4 AD = 5 7 2 0 0 0 0 4 >> AR(5)=24 Unassigned elements set to zero AR = 0 0 0 0 24 34 2.7 ADDING ELEMENTS TO EXISTING VARIABLES Appending to vectors Can only append row vectors to row vectors and column vectors to column vectors  If r1 and r2 are any row vectors, r3 = [r1 r2] is a row vector whose left part is r1 and right part is r2  If c1 and c2 are any column vectors, c3 = [c1; c2] is a column vector whose top part is c1 and bottom part is c2 35 2.7 ADDING ELEMENTS TO EXISTING VARIABLES >> RE=[3 8 1 24]; >> GT=4:3:16; >> KNH=[RE GT] KNH = 3 8 1 24 4 7 10 13 16 >> KNV=[RE'; GT'] KNV = 3 8 1 24 4 7 10 13 16 36 2.7 ADDING ELEMENTS TO EXISTING VARIABLES Assigning to undefined indices of matrices >> AW=[3 6 9; 8 5 11] AW doesn't have a fourth row or fifth column AW = 3 6 9 8 5 11 >> AW(4,5)=17 AW = 3 6 9 0 0 Now it does! 8 5 11 0 0 0 0 0 0 0 0 0 0 0 17 >> BG(3,4)=15 BG = 0 0 0 0 Unassigned elements set to zero 0 0 0 0 0 0 0 15 37 2.7 ADDING ELEMENTS TO EXISTING VARIABLES Appending to matrices If appending one matrix to right side of other matrix, both must have same number of rows If appending one matrix to bottom of other matrix, both must have same number of columns 38 2.7 ADDING ELEMENTS TO EXISTING VARIABLES >> A2=[1 2 3; 4 5 6] A2 = 1 2 3 4 5 6 >> B2=[7 8; 9 10] B2 = 7 8 9 10 >> C2=eye(3) C2 = 1 0 0 0 1 0 0 0 1 39 2.7 ADDING ELEMENTS TO EXISTING VARIABLES >> Z=[A2 B2] Z = 1 2 3 7 8 4 5 6 9 10 >> Z=[A2; C2] Z = 1 2 3 4 5 6 1 0 0 0 1 0 0 0 1 >> Z=[A2; B2] ??? Error using ==> vertcat CAT arguments dimensions are not consistent. 40 2.8 DELETING ELEMENTS To delete elements in a vector or matrix, set range to be deleted to empty brackets >> kt=[2 8 40 65 3 55 23 15 75 80] kt = 2 8 40 65 3 55 23 15 75 80 >> kt(6)=[] Delete sixth element (55) kt = 2 8 40 65 3 23 15 75 80 55 gone >> kt(3:6)=[] Delete elements 3 through 6 of current kt, not original kt kt = 2 8 15 75 80 41 2.8 DELETING ELEMENTS To delete elements in a vector or matrix, set range to be deleted to empty brackets >> mtr=[5 78 4 24 9; 4 0 36 60 12; 56 13 5 89 3] mtr = 5 78 4 24 9 4 0 36 60 12 56 13 5 89 3 >> mtr(:,2:4)=[] mtr = 5 9 4 12 56 3 42 2.9 BUILT-IN FUNCTIONS FOR HANDLING ARRAYS MATLAB has many built-in functions for working with arrays. Some common ones are: length(v) - number of elements in a vector size(A) - number of rows and columns in a matrix or vector reshape(A,m,n) - changes number of rows and columns of a matrix or vector while keeping total number of elements the same. For example, changes 4x4 matrix to 2x8 matrix 43 2.9 BUILT-IN FUNCTIONS FOR HANDLING ARRAYS diag(v) - makes a square matrix of zeroes with vector in main diagonal diag(A) - creates vector equal to main diagonal of matrix For more functions, click on the Help icon, then in the Help window click on MATLAB, then on “MATLAB functions”, then on “By Category", then scroll down to the section labeled "Matrices and Arrays" 44 2.10 STRINGS AND STRINGS AS VARIABLES A string is an array of characters Strings have many uses in MATLAB Display text output Specify formatting for plots Input arguments for some functions Text input from user or data files 45 2.10 STRINGS AND STRINGS AS VARIABLES Create a string by typing characters within single quotes (')  Many programming languages use the quotation mark (") for strings. Not MATLAB! When typing in string  Color of text changes to maroon when type first single quote  Color of text changes to purple when type last single quote 46 2.10 STRINGS AND STRINGS AS VARIABLES Can have letters, digits, symbols, spaces  To type single quote in string, use two consecutive single quotes, e.g., make the string of English "Greg's car" by typing 'Greg''s car'  Examples: 'ad ef', '3%fr2', 'edcba:21!', 'MATLAB' 47 2.10 STRINGS AND STRINGS AS VARIABLES Can assign string to a variable, just like numbers >> name = 'Sting' name = Sting >> police = 'New York''s finest' police = New York's finest 48 2.10 STRINGS AND STRINGS AS VARIABLES In a string variable Numbers are stored as an array A one-line string is a row vector  Number of elements in vector is number of characters in string >> name = 'Howard the Duck'; >> size( name ) ans = 1 15 49 2.10 STRINGS AND STRINGS AS VARIABLES Strings are indexed the same way as vectors and matrices Can read by index Can write by index Can delete by index 50 2.10 STRINGS AND STRINGS AS VARIABLES Example >> word = 'dale'; >> word(1) ans = d >> word(1) = 'v' word = vale >> word(end) = [] word = val >> word(end+1:end+3) = 'ley' word = valley 51 2.10 STRINGS AND STRINGS AS VARIABLES MATLAB stores strings with multiple lines as an array. This means each line must have the same number of columns (characters) >> names = [ 'Greg'; 'John' ] names = Greg John >> size( names ) ans = 2 4 52 2.10 STRINGS AND STRINGS AS VARIABLES Problem 4 characters 3 characters >> names = [ 'Greg'; 'Jon' ]??? Error using ==> vertcat CAT arguments dimensions are not consistent. Must put in extra characters (usually spaces) by hand so that all rows have same number of characters >> names = [ 'Greg'; 'Jon ' ] Greg Extra space Jon 53 2.10 STRINGS AND STRINGS AS VARIABLES Making sure each line of text has the same number of characters is a big pain. MATLAB solves problem with char function, which pads each line on the right with enough spaces so that all lines have the same number of characters char('string 1', 'string 2', 'string 3') 54 2.10 STRINGS AND STRINGS AS VARIABLES EXAMPLE >> question=char('Romeo, Romeo,',... 'Wherefore art thou', 'Romeo?' ) question = Romeo, Romeo, Wherefore art thou Romeo? >> size( question ) ans = 3 18 55 2.10 STRINGS AND STRINGS AS VARIABLES R o m e o , R o m e o , W h e r e f o r e a r t t h o u R o m e o ? Three lines of text stored in a 3x18 array MATLAB makes all rows as long as longest row First and third rows above have enough space characters added on ends to make each row 18 characters long 56