Agriculture is essential for human survival, as it serves the basic needs such as food shelter and clothing. A vast majority of the Indian population depends on agriculture for their livelihood. Though, a number of improved high yielding varieties and standard package of practices for cultivation of various crops have been evolved , the production and productivity has not been achieved to the fullest possible extent , due to various factors of which the variations in climatic conditions across crop growing regions is largely responsible. Yield prediction in various crops is an important factor which can help the both in the pre-sowing stage as well as in later stages for the planning of the various farm operations.\\n

Keywords : Mathematical Programming Models, Linear, Multiple Linear, Non-Linear Models.