There are many cases in which a randomized algorithm offers a much simpler and more efficient approach than a deterministic algorithm. As research into randomized algorithms has progressed, many fields began to see their benefits, and incorporated them into a multitude of varying tasks. Use of randomized algorithms has expanded beyond its theoretical number theory roots into more practical applications.

 

Game Theory

Cryptography

Prime Generation

Parallel Search Algorithms

Randomized Path Planning