Finding a path of length n in a graph

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13 comments, last by Paradigm Shifter 10 years, 5 months ago

Oh, also

A(n) = (pow(3,n)-pow(-1,n))/4

Magic! :)

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Oh, also

A(n) = (pow(3,n)-pow(-1,n))/4

Magic! smile.png

I was just driving my car and thinking about the non-recursive solution...

Oh, also

A(n) = (pow(3,n)-pow(-1,n))/4

Magic! smile.png

Wow! Holy cow! That is awesome! Strange how my textbook does not have that formula! How did you come up with that formula? That's ingenious.

You start at `a' and then you have three choices at each step. Of the possible paths, only 1/4 of them will end at the right spot, so the formula is pow(3,n)/4. Well, powers of 3 are not usually divisible by 4, so you need to do some rounding. </mostly kidding>

Once you have the recursive formula, you can find the explicit formula by trying to find the numbers x such that pow(x,n) satisfies the recursive formula.

pow(x,n) = 3*pow(x,n-2) + 2*pow(x,n-1)

Dividing by pow(x,n-2), you get

x^2 = 3 + 2*x => x^2 - 2*x - 3 = 0

Solving the quadratic equation, you find out that 3 and -1 are the roots. Now all the sequences that satisfy the recursive formula form a vector space of dimension 2 (because the one that starts (1,0,...) and the one that starts (0,1,...) are a basis), and you just found two independent vectors. If you don't know what on Earth I am talking about, don't worry. It means that any sequence that satisfies the recursive formula can be expressed as a*pow(3,n) + b*pow(-1,n), for appropriate values of a and b. Since we know A(0)=0 and A(1)=1,

a*pow(3,0) + b*pow(-1,0) = 0 => a + b = 0
a*pow(3,1) + b*pow(-1,1) = 1 => 3*a - b = 1

Solving that system of linear equations, you get a=1/4, b=-1/4, and that gives us the explicit formula.

This may look like magic if you haven't seen it before, but it's just a procedure you learn.

It's called a recurrence relation http://en.wikipedia.org/wiki/Recurrence_relation

They are also called "difference equations". They are the discrete version of differential equations.

"Most people think, great God will come from the sky, take away everything, and make everybody feel high" - Bob Marley

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