WAMAN Calibrator adopts an Optimization based approach for calibration and is enabled by the state of the art Ant Colony Optimization Algorithm. As an added novelty, the calibration algorithm is also designed to accommodate prior information on age of the network components as a guide leading the search process towards the desired optimality.