A comprehensive introduction to management science, covering fundamental concepts, mathematical modeling, optimization techniques, and real-world applications for data-driven decision-making.
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Foundations of Management Science and Linear Programming
Unit 1: Introduction to Management Science
Unit 2: Introduction to Mathematical Modeling
Unit 3: Linear Programming: Graphical Method
Advanced Linear Programming and Sensitivity Analysis
Unit 1: The Simplex Method - A Deep Dive
Unit 2: Sensitivity Analysis
Network Optimization and Inventory Management
Unit 1: Transportation Problems
Unit 2: Assignment Problems
Unit 3: Project Management with Networks
Unit 4: Inventory Management: EOQ
Unit 5: Inventory Management: Safety Stock
Queueing Theory, Decision Analysis, and Forecasting
Unit 1: Introduction to Queueing Theory
Unit 2: Decision Analysis
Advanced Topics and Applications
Unit 1: Communicating Management Science Results
Unit 2: Machine Learning and AI in Management Science