Advanced Certificate in Operations Research: Digital Era
-- ViewingNowThe Advanced Certificate in Operations Research: Digital Era is a comprehensive course designed to equip learners with essential skills for career advancement in today's digital age. This certificate course focuses on the application of advanced analytical methods and digital tools to optimize business operations and decision-making processes.
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⢠Advanced Linear Programming: formulation, duality, sensitivity analysis, and large-scale optimization techniques.
⢠Network Flows & Graph Theory: modeling, analysis, and optimization of network flow problems, including transportation, transshipment, and assignment problems.
⢠Integer & Combinatorial Optimization: formulation and solution techniques for integer programming, set covering, set partitioning, and combinatorial optimization problems.
⢠Stochastic Programming & Decision Analysis: stochastic optimization models, decision analysis, and risk management in the presence of uncertainty.
⢠Simulation Modeling & Analysis: discrete-event simulation, Monte Carlo methods, and queueing theory for modeling, analysis, and optimization of complex systems.
⢠Data Envelopment Analysis & Efficiency Measurement: non-parametric methods for efficiency and productivity analysis in organizations and supply chains.
⢠Multi-Objective Optimization: formulation, solution techniques, and decision-making in the presence of multiple conflicting objectives.
⢠Metaheuristics & Evolutionary Algorithms: heuristic optimization techniques, including genetic algorithms, simulated annealing, tabu search, and ant colony optimization.
⢠Optimization in Machine Learning: using operations research techniques for feature selection, model selection, and hyperparameter tuning in machine learning algorithms.
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