Abstract: The main objective of this study is to search for a scientific method to prepare a weekly schedule for a group of nursing officers working for a ward of a hospital. To achieve this objective, we propose an optimization method. First we develop an optimization model by formulating the objective and the constraints of the problem mathematically.