Linear Programming stands as one of the most influential developments in the field of operations research and management science, revolutionizing how organizations approach complex decision-making processes. At its core, linear programming represents a mathematical methodology that enables the optimization of linear objective functions subject to linear equality and inequality constraints. This powerful analytical tool has transformed the landscape of resource allocation, production planning, and strategic decision-making across diverse sectors of industry, commerce, and public administration.