The article reviews different methods for making decisions when there are many factors to consider. It looks at how these methods have improved over time and where they might be used in the future. The researchers studied various techniques like using multiple goals, fuzzy logic, and combining different approaches. They found that these methods are used in areas like business, engineering, healthcare, and public policy. The researchers also discussed how these methods can be improved by using new technologies, dealing with uncertainty, and exploring new areas for their use. This review helps decision-makers and researchers understand how to make better decisions in complex situations.