How many drops does it take for a crow to crack a nut?

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April 22, 2008

A murder of crows gathers different sizes of nuts. Crows love to eat nuts, but their beaks are not strong enough to crack open some of the shells of these nuts. In order to crack open the shells, they repeatedly drop the nut on a hard surface until it finally opens.

The following table shows the average number of drops it takes to break open a large nut from varying heights.

Scatter Plot of the Effect of Dropping Large Nuts at Varying Heights

on the Number of Drops It Takes to Crack It Open

        

where x = Height of Drop (m); x > 0 and y = Number of Drops

The graph models the behavior of a power regression.

Finding the equation algebraically (large nuts)

Power regression formula: f(x) = ax^b where x > 0

Select two points: (2.0, 21.0) and (7.0, 4.4)

For each equation, solve for a: l(21.0) = a(2.0)^b                        l(4.4) = a(7.0)^b

                                  a = 21.0/2.0^b                        a = 4.4/7.0^b

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Use the transitive property: a = a, therefore 21.0/2.0^b = 4.4/7.0^b

Solve for b: 21.0/2.0^b = 4.4/7.0^b

               7.0^b/2/0^b = 4.4/21.0

               (7.0/2.0)^b = 4.4/21.0

               blog(7.0/2.0) = log(4.4/21.0)

               b = log(4.4/21.0)/log(7.0/2.0)

               b ≈ -1.25

Substitute b to solve for a: a = 21.0/2.0^-1.25

Substitute b to solve for a: a ≈ 49.9

Equation: f(x) = 49.9x^-1.25

Scatter Plot of the Effect of Dropping Large Nuts at Varying Heights

on the Number of Drops It Takes to Crack It Open and the Line f(x) = 49.9x^-1.25

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