Program for Fibonacci Numbers

What is the Fibonacci series?

The Fibonacci sequence is a sequence where the next term is the sum of the previous two terms. The first two terms of the Fibonacci sequence are 0 followed by 1.

The Fibonacci sequence: 0, 1, 1, 2, 3, 5, 8, 13, 21 ....

In mathematical terms,the sequence Fn of Fibonacci numbers is defined by recursion relation

Fn = Fn-1 + Fn-2 

where

F0 = 0 , F1 = 1

We will discuss three ways to write the Fibonacci series program:

• Fibonacci series using recursion
• Fibonacci series using Iterative method
• Fibonacci series using Matrix Exponentiation

(1) Recursive Method:

A simple method that is a direct recursive implementation mathematical recurrence relation is given above.

//pseudo code RFib(n){  if n=0 return 0;    else if n=1 return 1;         else return (RFib(n-1)+RFib(n-2));}

Time Complexity: T(n) = T(n-1) + T(n-2) which is exponential.
Extra Space: O(n) if we consider the function call stack size, otherwise O(1).

Run Replit

(2) Iterative Method:

We can optimize the space used in Recursive Method by storing the previous two numbers only because that is all we need to get the next Fibonacci number in series.

//pseudo code IFib(n)if n=0 return 0;   else if n=1 return 1;        else {   a <= 0; b<=1;            for(i=2 to n) do            { temp <= b;              b<= a+b;              a <= temp;            }return b;

Time complexity: O(n)
Extra space: O(1)

Run Replit

(3) Matrix Exponentiation:

Let n > 1

Time complexity : O(log(n))
Extra space : O(log(n)) if we consider the function call stack size, otherwise O(1).

Run Replit

Thanks for reading