Undergraduate Certificate in Operations Research and Engineering
-- ViewingNowThe Undergraduate Certificate in Operations Research and Engineering is a comprehensive course that equips learners with essential skills in optimization, statistical analysis, and mathematical modeling. This certificate program emphasizes the application of these skills to real-world problems, making it highly relevant to a variety of industries such as manufacturing, logistics, healthcare, and finance.
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โข Linear and Integer Programming: fundamentals of linear and integer programming, optimization models, simplex method, duality theory.
โข Network Flows: flow networks, maximum flow problem, minimum cost flow problem, transportation and assignment problems.
โข Queueing Theory: queuing models, performance measures, analysis of queuing systems, applications.
โข Inventory Theory: inventory models, single and multi-item systems, continuous review and periodic review models, (s,S) policy.
โข Simulation: discrete-event simulation, modeling and analysis of stochastic systems, Monte Carlo methods.
โข Stochastic Processes: random processes, Markov chains, Poisson processes, renewal theory.
โข Decision Analysis: decision theory, utility theory, risk analysis, decision making under uncertainty.
โข Optimization Algorithms: gradient methods, Newton's method, interior point methods, heuristics.
โข Data Analysis and Visualization: data preprocessing, exploratory data analysis, data visualization, statistical analysis.
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