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Second Edition Industrial Mathematics-I (Linear Programming Problem) is a comprehensive textbook on Operations Research, focusing on linear programming and its applications in decision-making, optimization, and resource management. It covers fundamental concepts, mathematical modeling, convex analysis, simplex methods, duality, transportation and assignment problems, game theory, and practical applications in industry and business. Enriched with solved examples, exercises, and updated explanations, this edition is designed to support undergraduate and postgraduate students as well as aspirants preparing for competitive examinations.