How to Linearize a Top-Opening Parabola

Linearizing a function is a technique used to calculate values of a function by using known values located closer to the unknown. For example if we know the value of the square of 4, we can find the square of 4.05 using linearization. Linearizing a top open parabola uses concepts from algebra and calculus, providing a good, effective tool to calculate difficult values by using pen and paper.

Instructions

    • 1

      Write down the parabola equation. A top open parabola's equation has the form:

      Y= f(x) = aX^2 +bX +c = F(x)

      where:

      a, b, c are numeric constants

      Y, X are the variables,

      Remember, the aX^2 term is always positive.

      For example, assume:

      Y = f(x) = X^2

      a = 1, b = 0, c = 0

      And we wish to find Y = (3.02) = (3.02)^2

    • 2

      Write down the formula for the linear approximation. The formula is:

      f(X) = f(Xo) + ( f'(Xo) (X - Xo) )

      where:

      f(X) is the unknown value

      f(Xo) is the know value

      f'(Xo) is the derivative for the input

      Xo is the input for the known value

      X is the input for the value to be found

      From the example, 3.02 is very close to 3 (which is simple to calculate: 3^2=9), therefore we have:

      X = 3.02

      Xo = 3

      f'(Xo) = 2X

      f(X) = f(Xo) + [ f'(Xo) (X - Xo) ]

      f(3.02) = f(3) + [ f'(3) (3.02 -3) ]

    • 3

      Find the derivative of the open parabola equation. Replace the derivative on the equation.

      f(X) = X^2

      f'(X) = 2X

      f'(3) = (2)(3) = 6

    • 4

      Replace the derivative in the formula for linear approximation. Solve the formula and find the answer.

      f(X) = f(Xo) + [ f'(Xo) (X - Xo) ]

      f(3.02) = f(3) + [ (6) (3.02 -3) ]

      f(3.02) = 9 + [ (6) ( 0.02) ]

      f(3.02) = 9 + 0.12

      f(3.02) = 9.12

      Using a calculator (3.02)^2 = 9.1204, which checks that the linearization is a fast and accurate tool.

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