Evolutionary Computation uses natural evolution concepts to solve optimization problems efficiently. The field has been around for over 30 years and has developed various methods like Genetic Algorithms and Evolution Strategies to address issues and improve the basic methods. These solutions have become subsystems of the evolutionary method themselves, each with detailed explanations available.