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

Draw a lattice hierarchy for dimension, New England University maintains a ...

New England University maintains a data warehouse that stores information about students, courses, and instructors. Members of the university's Board of Trustees are very much inte

Algebra, Manuel is a cross-country runner for his school’s team. He jogged ...

Manuel is a cross-country runner for his school’s team. He jogged along the perimeter of a rectangular field at his school. The track is a rectangle that has a length that is 3 tim

Operation of fraction, what are the formula in the operation of fraction an...

what are the formula in the operation of fraction and how will i apply the operation of fraction on word problems

Solution process of linear differential equations, For a first order linear...

For a first order linear differential equation the solution process is as given below: 1. Place the differential equation in the correct initial form, (1). 2. Determine the i

Explain multiplying-dividing negative fractions, Explain Multiplying/Dividi...

Explain Multiplying/Dividing Negative Fractions? There are 3 steps to multiplying or dividing fractions. 1. If any negative signs are present, place them next to the numerator

Piecewise, x=±4, if -2 = y =0 x=±2, if -2 = y = 0

x=±4, if -2 = y =0 x=±2, if -2 = y = 0

MATLAB, Program of "surface of revolution" in MATLAB

Program of "surface of revolution" in MATLAB

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