Undergraduate Certificate in Quantitative Operations Research
-- ViewingNowThe Undergraduate Certificate in Quantitative Operations Research is a valuable course that equips learners with essential skills in quantitative analysis and operations management. This certificate program focuses on data-driven decision-making, statistical modeling, and optimization techniques, providing a strong foundation for learners to excel in various industries.
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โข Linear Programming: Introduction to the concepts and techniques of linear programming, including simplex method, duality, and sensitivity analysis.
โข Integer Programming: Study of integer and binary linear programs, including branch and bound, cutting plane, and heuristic methods.
โข Network Flows: Analysis of network flow problems, including maximum flow, minimum cut, and transportation problems.
โข Stochastic Processes: Introduction to stochastic processes, including discrete-time and continuous-time Markov chains, Poisson processes, and renewal theory.
โข Queueing Theory: Analysis of queueing systems, including Kendall's notation, Little's law, and various queueing models.
โข Simulation: Introduction to simulation methods, including Monte Carlo simulation, discrete-event simulation, and variance reduction techniques.
โข Optimization Algorithms: Study of numerical optimization algorithms, including gradient descent, Newton's method, and interior point methods.
โข Decision Analysis: Introduction to decision analysis, including decision trees, influence diagrams, and expected utility theory.
โข Game Theory: Analysis of non-cooperative and cooperative game theory, including strategic form games, normal form games, and solution concepts.
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