For the last two decades Chess has been a trending topic among Artificial Intelligence researchers. Since chess is considered to be an act of pure intelligence and grandmaster have been considered as possessing the most complex intelligence in the world, researchers in the earlier times of the AI focused on creating strong chess playing programs. Claude Shannon and Alan Turing made serious contributions for building the foundations of chess engines.