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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โข 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.
โข 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.
โข Optimization Methods: This unit covers optimization methods for unconstrained and constrained optimization problems, including gradient-based methods, Newton's method, and penalty functions.
โข 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.
โข Queueing Theory: This unit covers queueing theory, including models for single and multiple servers, finite and infinite populations, and Markovian and non-Markovian systems.
โข Inventory Theory: This unit focuses on inventory theory, including single and multi-item models, stochastic and deterministic demand, and continuous and periodic review policies.
โข Simulation: This unit covers simulation methods for modeling and analyzing complex systems, including discrete-event simulation and Monte Carlo simulation.
โข Decision Analysis: This unit introduces decision analysis methods for making optimal decisions under uncertainty, including decision trees, influence diagrams, and value of information.
โข 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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