Difference between revisions of "Scilab/C2/Matrix-Operations/English-timed"

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{| Border=1
 
{| Border=1
  
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|-
 
|-
  
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| 00.03
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| 00.02
  
 
| | Welcome to the spoken tutorial on Matrix Operations.
 
| | Welcome to the spoken tutorial on Matrix Operations.
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|-
 
|-
  
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|00.07
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|00.06
  
 
| | At the end of this spoken tutorial, you will be able to:
 
| | At the end of this spoken tutorial, you will be able to:
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|-
 
|-
  
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| 00.19
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| 00.18
  
 
| |Define special matrices.
 
| |Define special matrices.
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|-
 
|-
  
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| 00.23
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| 00.22
  
 
| | Perform elementary row operations.
 
| | Perform elementary row operations.
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|-
 
|-
  
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|00.29
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|00.28
  
 
| | The preequisites are
 
| | The preequisites are
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|-
 
|-
  
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| 00.31
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| 00.30
  
 
| |Scilab should be installed on your system.
 
| |Scilab should be installed on your system.
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| 00.50
 
| 00.50
  
−
| | Start Scilab by double-clicking on the Scilab icon present on yourDesktop.
+
| | Start Scilab by double-clicking on the Scilab icon present on your Desktop.
  
 
|-
 
|-
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|-
 
|-
  
−
| 01.09
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| 01.08
  
 
| | Recall that in the Spoken Tutorial, 'Vector Operations',
 
| | Recall that in the Spoken Tutorial, 'Vector Operations',
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| 01.12
 
| 01.12
  
−
| | matrix E was defined as E = [5 19 15;8 22 36]and press enter
+
| | matrix E was defined as E is equal to open square bracket 5 space 19 space 15 semicolon 8 space 22 space  36 close the square bracket and press enter
  
 
|-
 
|-
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| 01.42
 
| 01.42
  
−
| |To access the element in the first row and second column, type: E(1,2) and press enter
+
| |To access the element in the first row and second column, type E into bracket 1,2 and press enter
  
 
|-
 
|-
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| 02.03
 
| 02.03
  
−
| |For example, first row of E can be obtained using the following command: E1 = E(1,:) and press enter
+
| |For example, first row of E can be obtained using the following command: E1 = E into bracket 1 comma colon and press enter
  
 
|-
 
|-
  
−
| 02.24
+
| 02.23
  
 
| |The command returns all the elements of the first row in the order of their appearance in the row.
 
| |The command returns all the elements of the first row in the order of their appearance in the row.
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|-
 
|-
  
−
| 03.01
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| 03.00
  
−
| |-->E2 = E(:,2:3) close the bracket and press enter
+
| E2 = E of colon comma 2 colon 3 close the bracket and press enter
  
 
|-
 
|-
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|03.28
 
|03.28
  
−
| | If the size of the matrix is not known $ symbol can be used to extarct the last row or column of that matrix.
+
| | If the size of the matrix is not known $ (dollar ) symbol can be used to extarct the last row or column of that matrix.
  
 
|-
 
|-
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| 03.46
 
| 03.46
  
−
| |--->E last column = E(:,$) close the bracket and press enter
+
| Elast col= E into brackets colon comma dollar sign close the bracket and press enter
  
 
|-
 
|-
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|-
 
|-
  
−
| 04.20
+
| 04.19
  
−
| |A=[1 2 -1; -2 - 6 4; -1 -3 3] close the square bracket and press enter
+
| |A = open square bracket 1 space 2 space minus 1 semicolon  -2 space  - 6 space 4 semicolon -1 space  -3 space 3 close the square bracket and press enter
  
 
|-
 
|-
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| 04.50
 
| 04.50
  
−
| |Let us calculate the determinant of A by the command det(A) and press Enter.
+
| |Let us calculate the determinant of A by the command det of A and press Enter.
  
 
|-
 
|-
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| 05.09
 
| 05.09
  
−
|| For example: inv(A) gives the inverse of A and spec(A) gives the eigen values of A
+
|| For example: inv of A gives the inverse of A and spec of A gives the eigen values of matrix A
  
 
|-
 
|-
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| 05.35
 
| 05.35
  
−
| |Square or cube of a square matrix A can be calculated by simply typing A^2 or A^3 '''respectively'''.
+
| |Square or cube of a square matrix A can be calculated by simply typing A square  or A cube '''respectively'''.
  
 
|-
 
|-
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| 06.05
 
| 06.05
  
−
| | '''Please pause the tutorial now and attempt exercise number one given with the video.'''
+
| | '''Please pause the tutorial now and attempt the exercise number one given with the video.'''
  
 
|-
 
|-
  
−
| 06.18
+
| 06.17
  
 
| | Certain special matrices can also be created in Scilab:
 
| | Certain special matrices can also be created in Scilab:
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| 06.36
 
| 06.36
  
−
| |zeros(3,4) and press enter
+
| |zeros into bracket 3 comma 4 and press enter
  
 
|-
 
|-
  
−
| 06.48
+
| 06.47
  
 
| |A matrix of all ones can be created with “ones” command as follows
 
| |A matrix of all ones can be created with “ones” command as follows
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| 06.53
 
| 06.53
  
−
| |ones(2,4) gives a matrix of all ones
+
| |ones into bracket 2 comma 4 gives a matrix of all ones
  
 
|-
 
|-
  
−
| 07.02
+
| 07.01
  
−
| |It is easy to create an identity matrix using “eye” command:
+
| |It is easy to create an identity matrix using the  “eye” command:
  
 
|-
 
|-
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| 07.07
 
| 07.07
  
−
| |eye(4,4) gives a 4 by 4 identity matrix
+
| ' e y e' of 4 comma 4 gives a 4 by 4 identity matrix
  
 
|-
 
|-
  
−
| 07.17
+
| 07.16
  
 
| |A user may need a matrix consisting of pseudo random numbers. It can be generated using the “rand” command as follows:
 
| |A user may need a matrix consisting of pseudo random numbers. It can be generated using the “rand” command as follows:
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| 07.25
 
| 07.25
  
−
| |p=rand(2,3) and press enter
+
| |p=rand into bracket 2, 3 and press enter
  
 
|-
 
|-
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|-
 
|-
  
−
| 08.08
+
| 08.07
  
 
| |Recall that in the Spoken Tutorial,Vector Operations, we had defined the matrix P as follows.
 
| |Recall that in the Spoken Tutorial,Vector Operations, we had defined the matrix P as follows.
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|-
 
|-
  
−
| 08.18
+
| 08.17
  
−
| |P = [1 2 3;4 11 6]close the square bracket and press enter
+
| |P = open square bracket 1 space 2 space 3 semicolon 4 space 11 space 6 close the square bracket and press enter
  
 
|-
 
|-
  
−
| 08.34
+
| 08.33
  
 
| |Let us consider an example where the element in the second row, first column is to be transformed to zero using elementary row and column operation.
 
| |Let us consider an example where the element in the second row, first column is to be transformed to zero using elementary row and column operation.
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|-
 
|-
  
−
| 08.45
+
| 08.44
  
 
| |The operation can be executed by multiplying the first row by 4 and subtracting it from the second row as in the following command:
 
| |The operation can be executed by multiplying the first row by 4 and subtracting it from the second row as in the following command:
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|-
 
|-
  
−
| 08.57
+
| 08.56
  
−
| |P(2,:) = P(2,:) -4*P(1,:) and press enter
+
| |P into bracket 2 comma colon is equal to  P into bracket 2 comma colon  minus 4 multiplied by P into bracket 1 comma colon and press enter
  
 
|-
 
|-
  
−
| 09.29
+
| 09.28
  
 
| The procedure can be extended to larger systems and to other forms of elementary column operations.
 
| The procedure can be extended to larger systems and to other forms of elementary column operations.
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| 09.39
 
| 09.39
  
−
| |For example, to append a row containing [5 5 -2] to P, the following command is used:
+
| |For example, to append a row containing the elements [5 5 -2] to P, the following command is used:
  
 
|-
 
|-
  
−
|09.49
+
|09.48
  
−
| |T = [P; [5 5 -2]] close both the square bracket and press enter
+
| |T = open square bracket P semicolon, open another square bracket write down  the elements 5 5 -2 close both the square bracket and press enter
  
 
|-
 
|-
  
−
| 10.15
+
| 10.14
  
−
| |The semicolon after P states that the anything after it should go to the next row. '
+
| |The semicolon after P states that anything after it should go to the next row. '
  
 
|-
 
|-
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|-
 
|-
  
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| 10.41
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| 10.40
  
 
|| Let us solve the following set of linear equations:
 
|| Let us solve the following set of linear equations:
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| 10.54
 
| 10.54
  
−
| |− x1 − 3 x2 + 3 x3 = 1
+
| |and − x1 − 3 x2 + 3 x3 = 1
  
 
|-
 
|-
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| 11.15
 
| 11.15
  
−
| |A is defined as A = [1 2 -1;-2 -6 4;-1 -3 3] close the square bracket and press enter
+
| |A is defined as A = open square bracket 1 space  2 space  -1 semicolon -2 space -6 space 4 semicolon -1 space  -3 space  3 close the square bracket and press enter
  
 
|-
 
|-
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| 11.46
 
| 11.46
  
−
| |B can be defined as b = [1;-2;1]close the square bracket and press enter
+
| |B can be defined as b is equal toSquare bracket 1 semicoln -2 semicolon 1 close the square bracket and press enter
  
 
|-
 
|-
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| 12.04
 
| 12.04
  
−
| |The solution, x, can be obtained using x = inv(A)*b
+
| |The solution, x, can be obtained using x = inv of A multiplied by b
  
 
|-
 
|-
  
−
| 12.20
+
| 12.19
  
 
| |It is worth noting that it is a small letter 'i' in the command, 'inv'.
 
| |It is worth noting that it is a small letter 'i' in the command, 'inv'.
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|-
 
|-
  
−
| 12.27
+
| 12.26
  
 
| |Alternatively, the same result can be achieved using a backslash operation in Scilab.
 
| |Alternatively, the same result can be achieved using a backslash operation in Scilab.
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| 12.33
 
| 12.33
  
−
| |Lets do this in Scilab x = A\b and press enter.
+
| |Lets do this in Scilab x is equal to A backslash b and press enter.
  
 
|-
 
|-
  
−
| 12.45
+
| 12.44
  
 
| |It gives the same result. Type "help backslash" and "help inv" in Scilab to know more about individual advantages and disadvantages.
 
| |It gives the same result. Type "help backslash" and "help inv" in Scilab to know more about individual advantages and disadvantages.
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|13.05
 
|13.05
  
−
|A*x-b
+
|A multiplied by x minus b
  
 
|-
 
|-
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| 13.14
 
| 13.14
  
−
| |It is possible that in some systems the above verification exercise may not yield a matrix with *exact* zeros as its elements due to intermediate floating point operations.
+
| |It is possible that in some systems the above verification exercise may not yield a matrix with exact zeros as its elements due to intermediate floating point operations.
  
 
|-
 
|-
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|-
 
|-
  
−
| 13.35
+
| 13.34
  
−
| '''Please pause the tutorial now and attempt exercise number two given with the video.'''
+
| Please pause the tutorial now and attempt exercise number two given with the video.
  
 
|-
 
|-
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| 13.49
 
| 13.49
  
−
| '''This brings us to the end of this spoken tutorial on Matrix Operation.'''
+
| This brings us to the end of this spoken tutorial on Matrix Operation.
  
 
|-
 
|-
  
−
| 13.54
+
| 13.53
  
−
| |'''There are many other functions in Scilab which will be covered in other spoken tutorials.
+
| |There are many other functions in Scilab which will be covered in other spoken tutorials.
  
 
|-
 
|-
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| 13.59
 
| 13.59
  
−
| Keep watching the Scilab links.'''
+
| Keep watching the Scilab links.
  
 
|-
 
|-
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| 14.02
 
| 14.02
  
−
| |'''In this tutorial we have learnt'''
+
| |In this tutorial we have learnt
  
 
|-
 
|-
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| 14.04
 
| 14.04
  
−
| | '''To access the element of the matrix using the colon operator'''
+
| | To access the element of the matrix using the colon operator
  
 
|-
 
|-
  
−
| 14.08
+
| 14.07
  
−
| | '''Calculate the inverse of a matrix using the 'inv' command or by backslash'''
+
| | Calculate the inverse of a matrix using the 'inv' command or by backslash
  
 
|-
 
|-
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| 14.14
 
| 14.14
  
−
| |'''Calculate the derterminant of matrix using 'det' command.'''
+
| |Calculate the derterminant of matrix using 'det' command.
  
 
|-
 
|-
  
−
| 14.19
+
| 14.18
  
−
| | '''Calculate eigen values of a matrix using 'spec' command.'''
+
| |Calculate eigen values of a matrix using 'spec' command.
  
 
|-
 
|-
  
−
| 14.24
+
| 14.23
−
 
+
−
| | '''Define a matrix having all the elements one, Null Matrix,
+
−
 
+
−
|-
+
  
−
| 14.29
+
| |Define a matrix having all the elements one, Null Matrix,  Identity matrix and a matrix with random elements by using functions ones(), zeros(), eye(), rand() respectively
  
−
| Identity matrix and a matrix with random elements by using functions ones(), zeros(), eye(), rand() respectively'''
 
  
 
|-
 
|-
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| 14.39
 
| 14.39
  
−
| | '''Solve the system of linear equations.'''
+
| |Solve the system of linear equations.
  
 
|-
 
|-
  
−
| 14.43
+
| 14.42
  
−
| | '''This spoken tutorial has been created by the Free and Open Source Software in Science and Engineering Education(FOSSEE). '''
+
| |This spoken tutorial has been created by the Free and Open Source Software in Science and Engineering Education(FOSSEE).
  
 
|-
 
|-
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| 14.51
 
| 14.51
  
−
| | '''More information on the FOSSEE project could be obtained from [http://fossee.in/ http://fossee.in] or [http://scilab.in/ ] '''
+
| |More information on the FOSSEE project could be obtained from http://fossee.in or http://scilab.in
  
 
|-
 
|-
  
−
| 14.59
+
| 14.58
  
−
| | '''Supported by the National Mission on Eduction through ICT, MHRD, Government of India. '''
+
| | Supported by the National Mission on Eduction through ICT, MHRD, Government of India.  
  
 
|-
 
|-
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| 15.05
 
| 15.05
  
−
| | '''For more information, visit: [http://spoken-tutorial.org/NMEICT-Intro http://spoken-tutorial.org/NMEICT-Intro] '''
+
| | For more information, visit: http://spoken-tutorial.org/NMEICT-Intro  
  
 
|-
 
|-
  
−
| 15.15
+
| 15.14
  
−
| |'''This is Anuradha Amrutkar from IIT Bombay signing off.'''
+
| |This is Anuradha Amrutkar from IIT Bombay signing off.
  
 
|-
 
|-
  
−
|
+
|15.18
  
−
| |'''Thank you for joining. Goodbye.'''
+
| |Thank you for joining. Goodbye.
  
 
|}
 
|}

Revision as of 14:47, 6 March 2014

Time Narration
00.02 Welcome to the spoken tutorial on Matrix Operations.
00.06 At the end of this spoken tutorial, you will be able to:
00.10 Access the elements of Matrix
00.13 Determine the determinant, inverse and eigen values of a matrix.
00.18 Define special matrices.
00.22 Perform elementary row operations.
00.25 Solve the system of “linear equations”.
00.28 The preequisites are
00.30 Scilab should be installed on your system.
00.34 You should have listened to the Spoken Tutorial: Getting started with Scilab and 'Vector Operations.
00.42 I am using Windows 7 operating system and Scilab 5.2.2 for demonstration.
00.50 Start Scilab by double-clicking on the Scilab icon present on your Desktop.
00.59 It is suggested that the user should practice this tutorial in Scilab simultaneously while pausing the video at regular intervals of time.
01.08 Recall that in the Spoken Tutorial, 'Vector Operations',
01.12 matrix E was defined as E is equal to open square bracket 5 space 19 space 15 semicolon 8 space 22 space 36 close the square bracket and press enter
01.37 Let us now see how to address individual elements of a matrix, separately.
01.42 To access the element in the first row and second column, type E into bracket 1,2 and press enter
01.56 It is easy to extract an entire row or an entire column of a matrix in Scilab .
02.03 For example, first row of E can be obtained using the following command: E1 = E into bracket 1 comma colon and press enter
02.23 The command returns all the elements of the first row in the order of their appearance in the row.
02.30 Colon, when used alone, refers to all the elements of row or column, depending upon whether it appears as a first or a second entry respectively inside the bracket.
02.44 Also, any subset of a matrix can be extracted using a colon (“:”).
02.49 For example, the set of elements starting from second to third columns of E can be obtained using the following command:
03.00 E2 = E of colon comma 2 colon 3 close the bracket and press enter
03.18 In the above, the second entry in the bracket, that is, "2 colon 3" makes a reference to elements from column 2 to column 3.
03.28 If the size of the matrix is not known $ (dollar ) symbol can be used to extarct the last row or column of that matrix.
03.38 For example to extract all rows of the last column of the matrix E, we will type
03.46 Elast col= E into brackets colon comma dollar sign close the bracket and press enter
04.06 Now, let us learn how to calculate the determinant of a square matrix using the command “det”
04.13 Recall that in the Spoken Tutorial, Vector Operations, we had defined A as
04.19 A = open square bracket 1 space 2 space minus 1 semicolon -2 space - 6 space 4 semicolon -1 space -3 space 3 close the square bracket and press enter
04.50 Let us calculate the determinant of A by the command det of A and press Enter.
05.00 To calculate the inverse and the eigenvalues of a matrix, the commands, “inv” and “spec” respectively, can be used.
05.09 For example: inv of A gives the inverse of A and spec of A gives the eigen values of matrix A
05.29 See 'help spec' to see how eigenvectors can also be obtained using this command.
05.35 Square or cube of a square matrix A can be calculated by simply typing A square or A cube respectively.
05.52 A caret symbol is used to raise a matrix to power, like in ordinary arithmetic operations. In our keyboard, it is obtained by pressing shift+6.
06.05 Please pause the tutorial now and attempt the exercise number one given with the video.
06.17 Certain special matrices can also be created in Scilab:
06.24 For example a matrix of zeros with 3 rows and 4 columns can be created using “zeros” command
06.36 zeros into bracket 3 comma 4 and press enter
06.47 A matrix of all ones can be created with “ones” command as follows
06.53 ones into bracket 2 comma 4 gives a matrix of all ones
07.01 It is easy to create an identity matrix using the “eye” command:
07.07 ' e y e' of 4 comma 4 gives a 4 by 4 identity matrix
07.16 A user may need a matrix consisting of pseudo random numbers. It can be generated using the “rand” command as follows:
07.25 p=rand into bracket 2, 3 and press enter
07.39 In linear systems, one of the important sets of operations a user carries out on matrices are the elementary row and column operations.
07.55 These operations involve executing row operations on a matrix to make entries below a nonzero number, zero. This can be done easily in Scilab.
08.07 Recall that in the Spoken Tutorial,Vector Operations, we had defined the matrix P as follows.
08.17 P = open square bracket 1 space 2 space 3 semicolon 4 space 11 space 6 close the square bracket and press enter
08.33 Let us consider an example where the element in the second row, first column is to be transformed to zero using elementary row and column operation.
08.44 The operation can be executed by multiplying the first row by 4 and subtracting it from the second row as in the following command:
08.56 P into bracket 2 comma colon is equal to P into bracket 2 comma colon minus 4 multiplied by P into bracket 1 comma colon and press enter
09.28 The procedure can be extended to larger systems and to other forms of elementary column operations.
09.35 Rows and columns can be easily appended to matrices.
09.39 For example, to append a row containing the elements [5 5 -2] to P, the following command is used:
09.48 T = open square bracket P semicolon, open another square bracket write down the elements 5 5 -2 close both the square bracket and press enter
10.14 The semicolon after P states that anything after it should go to the next row. '
10.20 This is expected in the way a matrix is defined.
10.24 As an exercise, please pause here and check if the brackets around the new row, in the command just executed, are really required.
10.34 Matrix notations are used while solving equations.
10.40 Let us solve the following set of linear equations:
10.44 x1 + 2 x2 − x3 = 1
10.48 −2 x1 − 6 x2 + 4 x3 = −2
10.54 and − x1 − 3 x2 + 3 x3 = 1
11.00 The above set of equations can be written in the Ax = b form.
11.05 The solution is then given as inverse of A times b
11.11 Let us solve the set of equations.
11.15 A is defined as A = open square bracket 1 space 2 space -1 semicolon -2 space -6 space 4 semicolon -1 space -3 space 3 close the square bracket and press enter
11.46 B can be defined as b is equal toSquare bracket 1 semicoln -2 semicolon 1 close the square bracket and press enter
12.04 The solution, x, can be obtained using x = inv of A multiplied by b
12.19 It is worth noting that it is a small letter 'i' in the command, 'inv'.
12.26 Alternatively, the same result can be achieved using a backslash operation in Scilab.
12.33 Lets do this in Scilab x is equal to A backslash b and press enter.
12.44 It gives the same result. Type "help backslash" and "help inv" in Scilab to know more about individual advantages and disadvantages.
12.55 The integrity of the solution can be verified by back substitution, that is, by calculating Ax-b:
13.05 A multiplied by x minus b
13.10 The above exercise verifies the result achieved earlier.
13.14 It is possible that in some systems the above verification exercise may not yield a matrix with exact zeros as its elements due to intermediate floating point operations.
13.27 However, one will indeed get a very small number, typically of the order of 10 raised to -16
13.34 Please pause the tutorial now and attempt exercise number two given with the video.
13.49 This brings us to the end of this spoken tutorial on Matrix Operation.
13.53 There are many other functions in Scilab which will be covered in other spoken tutorials.
13.59 Keep watching the Scilab links.
14.02 In this tutorial we have learnt
14.04 To access the element of the matrix using the colon operator
14.07 Calculate the inverse of a matrix using the 'inv' command or by backslash
14.14 Calculate the derterminant of matrix using 'det' command.
14.18 Calculate eigen values of a matrix using 'spec' command.
14.23 Define a matrix having all the elements one, Null Matrix, Identity matrix and a matrix with random elements by using functions ones(), zeros(), eye(), rand() respectively


14.39 Solve the system of linear equations.
14.42 This spoken tutorial has been created by the Free and Open Source Software in Science and Engineering Education(FOSSEE).
14.51 More information on the FOSSEE project could be obtained from http://fossee.in or http://scilab.in
14.58 Supported by the National Mission on Eduction through ICT, MHRD, Government of India.
15.05 For more information, visit: http://spoken-tutorial.org/NMEICT-Intro
15.14 This is Anuradha Amrutkar from IIT Bombay signing off.
15.18 Thank you for joining. Goodbye.

Contributors and Content Editors

Gaurav, Jyotisolanki, PoojaMoolya, Ranjana, Sandhya.np14, Sneha

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