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

Tangent lines, Recall also which value of the derivative at a specific valu...

Recall also which value of the derivative at a specific value of t provides the slope of the tangent line to the graph of the function at that time, t. Thus, if for some time t the

Differentiate y = x x using implicit differentiation, Differentiate y = x ...

Differentiate y = x x Solution : We've illustrated two functions similar to this at this point. d ( x n ) /dx = nx n -1                                 d (a x ) /dx= a

Which mathematical property did marty use to get similar ans, Marty used th...

Marty used the subsequent mathematical statement to show he could change an expression and still get the similar answer on both sides: 10 × (6 × 5) = (10 × 6) × 5 Which mathematica

Compound interest, principal=2000 rate=5% time=2 years find compound intere...

principal=2000 rate=5% time=2 years find compound interest

Determinarte, what is the differeance in between determinate and matrix .

what is the differeance in between determinate and matrix .

Process for solving linear equations, 1. If the equation has any fractions ...

1. If the equation has any fractions employ the least common denominator to apparent the fractions. We will do this through multiplying both sides of the equation by the LCD. Al

I need help, in 2000,nearly 18% of cars in north America were sliver. what ...

in 2000,nearly 18% of cars in north America were sliver. what percent of the cars sold were not sliver?

Introduction To Numerical Methods & Matlab, Can you help me with the course...

Can you help me with the coursework i have 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