Decision Theory is a branch of mathematics that deals with making the best possible choices in situations where the outcome is uncertain. It provides a framework for understanding how individuals, businesses, and organizations make decisions by considering the potential risks and rewards associated with each choice. At the core of decision theory is the concept of utility, which refers to the satisfaction or value that an individual or group derives from an outcome.