Gaussian elimination, Mathematics

Assignment Help:

Example1:  Solve the subsequent system of equations.

-2x1 + x2 - x3 = 4

x1 + 2x2 + 3x3  = 13

3x1 + x3 = -1

Solution

The initial step is to write down the augmented matrix for above system. Keep in mind that coefficients of terms which aren't present are zero.

1471_Gaussian Elimination.png

Here, we want the entries below the main diagonal to be zero. The most main diagonal has been colored red thus we can keep track of it throughout this first illustration.  For reasons which will be apparent eventually we would prefer to find the main diagonal entries to all be ones suitably.

We can find a one in the upper most spot through noticing that if we interchange the first and second row we will find a one in the uppermost spot for free.  Therefore let's do that.

293_Gaussian Elimination1.png

This time we need to find the last two entries as -2 and 3 in the first column to be zero.  We can do this by using the third row operation. Note that if we get 2 times the first row and add this to the second row we will find a zero in the second entry into the first column and if we get -3 times the first row to the third row we will find the 3 to be a zero. We can do both of such operations at similar time so let's do that.

949_Gaussian Elimination2.png

Before proceeding along with the subsequent step, let's ensure that you followed what we just did. Let's see the first operation which we performed. This operation needs to multiply an entry in row 1 with 2 and add it to the consequent entry in row 2 after that replace the old entry in row 2 along with this new entry. The subsequent are the four individual operations which we performed to do this.

2 (1) + (-2) = 0

2 (2) + 1 = 5

2 (3) + (-1) = 5

2 (13) + 4 = 30

 

 

Okay, the subsequent step optional, although again is convenient to do. Technically, the 5th element in the second column is okay to leave. Conversely, it will create our life easier down the road if this is a 1. We can utilize the second row operation to support this. We can divide the entire row with 5. Doing it gives,

1023_Gaussian Elimination3.png

The subsequent step is to then utilize the third row operation to create the -6 in the second column in a zero.

1099_Gaussian Elimination4.png

Here, officially we are complete, but again it's somewhat convenient to find all ones on the main diagonal thus we'll do one last step.

1312_Gaussian Elimination5.png

We can now change back to equations.

2028_Gaussian Elimination6.png

     x1 + 2x2 + 3x3 = 13

⇒              x2 + x3 = 6

                   x3 = 2

At this point the solving is fairly easy.  We find x3 for free and once we find that we can plug it in the second equation and find x2. We can after that use the first equation to find x1. Remember as well that having 1's along the main diagonal helped somewhat along with this process.

The solution to that system of equation is,

x1 = -1

 x2  = 4

 x3  = 2

The process used in this example is termed as Gaussian Elimination.


Related Discussions:- Gaussian elimination

Linear functions, Linear functions are of the form: y = a 0 ...

Linear functions are of the form: y = a 0 + a 1 x 1 + a 2 x 2 + ..... + a n x n where a 0 , a 1 , a 2 ..... a n are constants and x 1 , x 2 ..... x n a

Decimals, which one of the following examples represents a repeating decima...

which one of the following examples represents a repeating decimal? 0.123123,1.111114,0.777777,4.252525?

Solve 4 cos(t )= 3 on[-8, Solve 4 cos(t )= 3 on[-8,10]. Solution : Here...

Solve 4 cos(t )= 3 on[-8,10]. Solution : Here the first step is identical to the problems in the previous section. First we need to isolate the cosine on one side by itself & t

UNITARY METHOD, A group of 120 men had food for 200 days.After 5 days , 30 ...

A group of 120 men had food for 200 days.After 5 days , 30 men die of disease.How long will the remaining food last

Determine differential equation from direction field, Thus, just why do we ...

Thus, just why do we care regarding direction fields? Two nice pieces of information are there which can be readily determined from the direction field for a differential equation.

Operation research, details about criticl part time & pert method

details about criticl part time & pert method

Sketch the hyperbolic spiral-spiral of archimedes, 1. Sketch the Spiral of ...

1. Sketch the Spiral of Archimedes: r= aθ (a>0) ? 2: Sketch the hyperbolic Spiral: rθ = a (a>0) ? 3: Sketch the equiangular spiral: r=ae θ (a>0) ?

Find k to three decimal places, The population of a city is observed as gro...

The population of a city is observed as growing exponentially according to the function P(t) = P0 e kt , where the population doubled in the first 50 years. (a) Find k to three

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd