Graduate Certificate in Operations Research
-- ViewingNowThe Graduate Certificate in Operations Research is a comprehensive course that equips learners with essential skills in optimization, simulation, and statistical analysis. This program is critical for professionals seeking to make data-driven decisions and solve complex problems in various industries.
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⢠Linear and Integer Programming: This unit covers the fundamentals of linear and integer programming, including problem formulation, the simplex method, and duality theory. It also introduces integer programming and branch-and-bound methods.
⢠Network Flows: This unit focuses on network flow models and algorithms, including maximum flow, minimum cut, and transportation problems. It also covers advanced topics such as multicommodity flows and network design.
⢠Optimization Methods: This unit covers optimization methods for unconstrained and constrained optimization problems, including gradient-based methods, Newton's method, and penalty functions.
⢠Stochastic Optimization: This unit introduces stochastic optimization methods for dealing with uncertainty in optimization problems. It covers topics such as stochastic programming, robust optimization, and chance-constrained programming.
⢠Queueing Theory: This unit covers queueing theory, including models for single and multiple servers, finite and infinite populations, and Markovian and non-Markovian systems.
⢠Inventory Theory: This unit focuses on inventory theory, including single and multi-item models, stochastic and deterministic demand, and continuous and periodic review policies.
⢠Simulation: This unit covers simulation methods for modeling and analyzing complex systems, including discrete-event simulation and Monte Carlo simulation.
⢠Decision Analysis: This unit introduces decision analysis methods for making optimal decisions under uncertainty, including decision trees, influence diagrams, and value of information.
⢠Data Analysis and Visualization: This unit covers data analysis and visualization techniques for operations research, including statistical analysis, data mining, and visualization tools such as Tableau and Power BI.
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