Analysis of exploration and exploitation in evolutionary algorithms by ancestry trees

An ancestry tree-based approach to record the evolution history of a population and a number of exploration and exploitation metrics that can be used to better understand inner working of an evolutionary algorithm or in evolutionary algorithm designing phase to develop suitable variation operators with good balance between Exploration and exploitation.