Professional Certificate in Operational Research Algorithms
-- ViewingNowThe Professional Certificate in Operational Research Algorithms is a vital course for those interested in optimization problems and algorithmic design. This program covers essential techniques and methods used in operational research, including linear and integer programming, network flows, and dynamic programming.
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โข Introduction to Operational Research – Understanding the basics of operational research, its history, and applications.
โข Linear Programming – Learning linear programming, simplex method, and duality theory.
โข Integer Programming – Understanding the concepts and algorithms for integer programming.
โข Network Flows – Learning about network flow models, Ford-Fulkerson algorithm, and its variations.
โข Dynamic Programming – Exploring the dynamic programming concepts, Bellman-Ford, and Floyd-Warshall algorithms.
โข Discrete Optimization – Delving into discrete optimization algorithms, including greedy algorithms, branch and bound, and constraint programming.
โข Metaheuristics for Optimization – Examining metaheuristics like simulated annealing, genetic algorithms, and tabu search.
โข Large-Scale Optimization – Learning about decomposition techniques, column generation, and Benders decomposition.
โข Optimization Software and Libraries – Hands-on experience with optimization software packages and libraries.
โข Case Studies in Operational Research – Real-world examples and applications of operational research algorithms.
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