Linear approximation method for interpolation, Mathematics

Assignment Help:

Linear Approximation Method

This is a rough and ready method of interpolation and is best used when the series moves in predicted intervals. It can be applied to interpolate values in both ascending and descending series. The method can be best described with the help of illustrations.

Example 

The sales in units of a consumer durable are ascertained as follows:

Year

1986

1987

1988

1990

Sales Units (in '000s)

8

16

24

40 

The records of sales for the year 1989 were accidentally lost in a fire. The sales in this year could be interpolated by the following procedure:

  1. Use the value of the immediately preceding year as the base value or starting value. We may connote this as base value.

The year immediately preceding 1989, is 1988. Hence 24,000 units sold in 1988 is the base value.

  1. Ascertain whether the series is an ascending one or a descending one.

In the illustration, since demand for the units is steadily increasing, we may conclude that it is an ascending series.

  1. Find out the difference in values of the variable corresponding to the immediately succeeding and preceding years of the year for which the value is to be interpolated. We may connote this as upper limit minus lower limit.

         Value corresponding to the immediately succeeding year (1990) = 40,000 units

         Value corresponding to the immediately preceding year (1988) = 24,000 units

         Upper limit - Lower limit               = 40,000 - 24,000

                                                       = 16,000

  1. Find out the time interval between the two known values. We may denote this as ts - tp.

         In the above illustration, the time interval between 1988 and 1990 is 2 years.

  1. Find out the time interval between the immediately preceding year and the year for which the value is to be interpolated. We may denote this as ti - tp.

         Time interval between 1988 and 1989 is one year.

  1. Interpolate the value as follows:

         For the illustration, the sales for the year 1989 will be,

24000 +

1008_linear approximatio method.png  x 1

         = 24,000 + 8,000 = 32,000

If the series is a descending series, the formula will be,

Base Value -   1116_linear approximation method1.png  x (ti - tp)              

Related Discussions:- Linear approximation method for interpolation

Non-homogeneous differential equations, The Definition- The definition of ...

The Definition- The definition of the Laplace transforms. We will also calculate a couple Laplace transforms by using the definition. Laplace Transforms- As the earlier secti

Find the probability, Q. Suppose Jessica has 10 pairs of shorts and 5 pair...

Q. Suppose Jessica has 10 pairs of shorts and 5 pairs of jeans in her drawer. How many ways could she pick out something to wear for the day? What is the probability that she pick

Length of the hypotenuse , A right triangular prism has volume equal to 288...

A right triangular prism has volume equal to 288 cm^3. The height of the prism is 3 cm. One of the bases of the triangular face (not the hypotenuse) is equal to 12 cm, determine th

Determine the general solution reduction of order, Determine the general so...

Determine the general solution to 2t 2 y'' + ty' - 3y = 0 It given that y (t) = t -1 is a solution.  Solution Reduction of order needs that a solution already be iden

Generic rectangles and greatest common factors, miaty and yesenia have a gr...

miaty and yesenia have a group of base ten blocks.Misty has six more than yesnia. Yesenia''s blocks repersent 17 together they have 22 blocks,and the total of blocks repersent 85.

Cirlce Division, How can i calculate arc length for dividing a circle into ...

How can i calculate arc length for dividing a circle into 10 parts

Travel time, you are driving on a freeway to a tour that is 500 kilometers ...

you are driving on a freeway to a tour that is 500 kilometers from your home. after 30 minutes , you pass a freeway exit that you know is 50 kilometer from your home. assuming that

Linear programming , Use the simplex method to solve the following LP Probl...

Use the simplex method to solve the following LP Problem. Max Z = 107x1+x2+2x3 Subject to 14x1+x2-6x3+3x4=7 16x1+x2-6x3 3x1-x2-x3 x1,x2,x3,x4 >=0

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