Difference between revisions of "Scilab/C4/Solving-Non-linear-Equations/English-timed"
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|Welcome to the spoken tutorial on ''' “Solving Nonlinear Equations using Numerical Methods” ''' | |Welcome to the spoken tutorial on ''' “Solving Nonlinear Equations using Numerical Methods” ''' | ||
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|The methods we will be studying are | |The methods we will be studying are | ||
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|'''Secant method''' | |'''Secant method''' | ||
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Revision as of 10:00, 26 December 2017
| Time | Narration |
| 00:01 | Dear Friends, |
| 00:02 | Welcome to the spoken tutorial on “Solving Nonlinear Equations using Numerical Methods” |
| 00:10. | At the end of this tutorial, you will learn how to: |
| 00:13 | Solve nonlinear equations using numerical methods |
| 00:18 | The methods we will be studying are |
| 00:20 | Bisection method and |
| 00:22 | Secant method |
| 00:23 | We will also develop Scilab code to solve nonlinear equations. |
| 00:30 | To record this tutorial, I am using |
| 00:32 | Ubuntu 12.04 as the operating system and |
| 00:36 | Scilab 5.3.3 version |
| 00:40 | Before practising this tutorial, a learner should have |
| 00:43 | basic knowledge of Scilab and |
| 00:46 | nonlinear equations |
| 00:48 | For Scilab, please refer to the Scilab tutorials available on the Spoken Tutorial website. |
| 00:55 | For a given function f, we have to find the value of x for which f of x is equal to zero. |
| 01:04 | This solution x is called root of equation or zero of function f. |
| 01:11 | This process is called root finding or zero finding.
|
| 01:16 | We begin by studying Bisection Method.
|
| 01:20 | In bisection method we calculate the initial bracket of the root. |
| 01:25 | Then we iterate through the bracket and halve its length. |
| 01:31 | We repeat this process until we find the solution of the equation. |
| 01:36 | Let us solve this function using Bisection method. |
| 01:41 | Given |
| 01:42 | function f equal to two sin x minus e to the power of x divided by four minus one in the interval minus five and minus three |
| 01:54 | Open Bisection dot sci on Scilab editor.
|
| 02:00 | Let us look at the code for Bisection method.
|
| 02:03 | We define the function Bisection with input arguments a b f and Tol. |
| 02:10 | Here a is the lower limit of the interval |
| 02:14 | b is the upper limit of the interval
|
| 02:16 | f is the function to be solved
|
| 02:19 | and Tol is the tolerance level |
| 02:22 | We specify the maximum number of iterations to be equal to hundred. |
| 02:28 | We find the midpoint of the interval and iterate till the value calculated is within the specified tolerance range. |
| 02:37 | Let us solve the problem using this code. |
| 02:40 | Save and execute the file. |
| 02:43 | Switch to Scilab console |
| 02:47 | Let us define the interval. |
| 02:50 | Let a be equal to minus five. |
| 02:52 | Press Enter. |
| 02:54 | Let b be equal to minus three.
|
| 02:56 | Press Enter.
|
| 02:58 | Define the function using deff function. |
| 03:01 | We type |
| 03:02 | deff open paranthesis open single quote open square bracket y close square bracket equal to f of x close single quote comma open single quote y equal to two asterisk sin of x minus open paranthesis open paranthesis percentage e to the power of x close paranthesis divided by four close paranthesis minus one close single quote close paranthesis |
| 03:41 | To know more about deff function type help deff
|
| 03:46 | Press Enter. |
| 03:48 | Let tol be equal to 10 to the power of minus five.
|
| 03:53 | Press Enter.
|
| 03:56 | To solve the problem, type
|
| 03:58 | Bisection open paranthesis a comma b comma f comma tol close paranthesis
|
| 04:07 | Press Enter.
|
| 04:09 | The root of the function is shown on the console.
|
| 04:14 | Let us study Secant's method.
|
| 04:17 | In Secant's method, the derivative is approximated by finite difference using two successive iteration values.
|
| 04:27 | Let us solve this example using Secant method.
|
| 04:30 | The function is f equal to x square minus six.
|
| 04:36 | The two starting guesses are , p zero equal to two and p one equal to three.
|
| 04:44 | Before we solve the problem, let us look at the code for Secant method.
|
| 04:50 | Open Secant dot sci on Scilab editor.
|
| 04:54 | We define the function secant with input arguments a, b and f. |
| 05:01 | a is first starting guess for the root |
| 05:04 | b is the second starting guess and
|
| 05:07 | f is the function to be solved.
|
| 05:10 | We find the difference between the value at the current point and the previous point.
|
| 05:15 | We apply Secant's method and find the value of the root.
|
| 05:21 | Finally we end the function.
|
| 05:24 | Let me save and execute the code.
|
| 05:27 | Switch to Scilab console. |
| 05:30 | Type clc. |
| 05:32 | Press Enter
|
| 05:34 | Let me define the initial guesses for this example. |
| 05:38 | Type a equal to 2
|
| 05:40 | Press Enter.
|
| 05:42 | Then type b equal to 3
|
| 05:44 | Press Enter. |
| 05:46 | We define the function using deff function. |
| 05:49 | Type deff open paranthesis open single quote open square bracket y close square bracket equal to g of x close single quote comma open single quote y equal to open paranthesis x to the power of two close paranthesis minus six close single quote close paranthesis
|
| 06:15 | Press Enter |
| 06:18 | We call the function by typing |
| 06:20 | Secant open paranthesis a comma b comma g close paranthesis. |
| 06:27 | Press Enter
|
| 06:30 | The value of the root is shown on the console |
| 06:35 | Let us summarize this tutorial. |
| 06:38 | In this tutorial we have learnt to: |
| 06:41 | Develop Scilab code for different solving methods |
| 06:45 | Find the roots of nonlinear equation |
| 06:48 | Solve this problem on your own using the two methods we learnt today.
|
| 06:55 | Watch the video available at the link shown below |
| 06:58 | It summarises the Spoken Tutorial project
|
| 07:01 | If you do not have good bandwidth, you can download and watch it |
| 07:05 | The spoken tutorial project Team |
| 07:07 | Conducts workshops using spoken tutorials
|
| 07:10 | Gives certificates to those who pass an online test
|
| 07:14 | For more details, please write to conatct@spoken-tutorial.org
|
| 07:21 | Spoken Tutorial Project is a part of the Talk to a Teacher project
|
| 07:24 | It is supported by the National Mission on Eduction through ICT, MHRD, Government of India. |
| 07:32 | More information on this mission is available at http://spoken-tutorial.org/NMEICT-Intro |
| 07:39 | This is Ashwini Patil signing off. |
| 07:41 | Thank you for joining. |
