The aim of this dissertation is introduce max-plus algebra with its properties.Also,introduce a max plus model for genetic algorithm. This dissertation is written based on article “A Max-Plus Model for Genetic Algorithm”. Genetic algorithms (GA’s) are utilized to solve a variety of problems in fields such as intelligence in computer science, manufacturing, and mathematics.