In this study, an irrigation planning model is developed and applied in form of Multi-Objective Fuzzy Linear Programming (MOFLP) approach for crop planning in the command area of the Shahid Chandra Shekhar Azad Sagar (Jobat) in Dhar District of Madhya Pradesh, India. The formation of the MOFLP model is based on different Linear Programming (LP) models and Multi-Objective Fuzzy Linear Programming (MOFLP) models. Here models are used to maximize the Net Benefits (NB) and Crop Production (CP). The cropping patterns giving the best result for the Crop Production and Net-Benefit are different. The Area Under Irrigation is 0 for gram when just Crop Production is optimized. Similarly, when only the Net Benefit is optimized, the Area under irrigation is 0 for sugarcane because of the low value of the benefit coefficient. So, we find Optimal Cropping Pattern for the Crop Production and Net-Benefit by LP and MOFLP at different live reservoir storage