In this book Nine types of Evolutionary algorithms has been utilized to solve the Reactive power problem. In-order to reach the Global solution , Exploration & Exploitation has been maintained in balanced way in all the Nine algorithms. In both modes of Reactive power problem formulation, all algorithms performed well in reduction of Real Power Loss and Voltage Stability Margin Index has been Enhanced.