Quantum computing – based Tennis game optimization (QTGO) algorithm is designed and applied to reduce the power loss. Transferal of body weight in the course of the neoprene ball, by means of hips, upper body, and fore-arms are collectively moved in unique direction towards the direction of pushing the ball. This action will enhance the power to the swinging action. Tennis racket move along with the body action and strike the neoprene ball through palm of the hand which faces the chest of the body. In the tennis game the challenger position assessed by the player and accordingly the location ball will be places through the racket by the player. This valuation will appraise the contestant position with reference to the optimization goal. Earlier the designated fitness value will be utilized in the procedure. Values are capriciously created for initial iteration, while for remaining the values are computed rendering to the player location during the game. Ball positioning towards the opponent and missing the ball are the important factors are considered in the game evaluation procedure. Legitimacy of Quantum computing – based Tennis game optimization (QTGO) algorithm.