diff --git a/Dynamic-Programming/FastFibonacciNumber.js b/Dynamic-Programming/FastFibonacciNumber.js
new file mode 100644
index 0000000000..b70116782d
--- /dev/null
+++ b/Dynamic-Programming/FastFibonacciNumber.js
@@ -0,0 +1,25 @@
+/**
+ * @function fastFibonacci
+ * @description fastFibonacci is same as fibonacci algorithm by calculating the sum of previous two fibonacci numbers but in O(log(n)).
+ * @param {Integer} N - The input integer
+ * @return {Integer} fibonacci of N.
+ * @see [Fast_Fibonacci_Numbers](https://www.geeksforgeeks.org/fast-doubling-method-to-find-the-nth-fibonacci-number/)
+ */
+
+// recursive function that returns (F(n), F(n-1))
+const fib = (N) => {
+ if (N === 0) return [0, 1]
+ const [a, b] = fib(Math.trunc(N / 2))
+ const c = a * (b * 2 - a)
+ const d = a * a + b * b
+ return N % 2 ? [d, c + d] : [c, d]
+}
+
+const fastFibonacci = (N) => {
+ if (!Number.isInteger(N)) {
+ throw new TypeError('Input should be integer')
+ }
+ return fib(N)[0]
+}
+
+export { fastFibonacci }
diff --git a/Dynamic-Programming/tests/FastFibonacciNumber.test.js b/Dynamic-Programming/tests/FastFibonacciNumber.test.js
new file mode 100644
index 0000000000..af45a3c92b
--- /dev/null
+++ b/Dynamic-Programming/tests/FastFibonacciNumber.test.js
@@ -0,0 +1,23 @@
+import { fastFibonacci } from '../FastFibonacciNumber'
+
+describe('Testing FibonacciNumber', () => {
+ const errorCases = ['0', '12', true]
+
+ test.each(errorCases)('throws an error if %p is invalid', (input) => {
+ expect(() => {
+ fastFibonacci(input)
+ }).toThrow()
+ })
+
+ const testCases = [
+ [0, 0],
+ [1, 1],
+ [10, 55],
+ [25, 75025],
+ [40, 102334155]
+ ]
+
+ test.each(testCases)('if input is %i it returns %i', (input, expected) => {
+ expect(fastFibonacci(input)).toBe(expected)
+ })
+})
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