To address the operational challenges arising from the large-scale integration of distributed photovoltaic (PV) generation in distribution power network (DPN), this paper investigates an optimal configuration strategy and enhanced performance evaluation of soft normally open point (SNOP) in DPN. First, a bi-level optimization model is developed to jointly consider the investment cost and annual operation cost of SNOP installment, and an improved JAYA algorithm is employed to solve the proposed m