Global Certificate in Operations Research for Engineers
-- ViewingNowThe Global Certificate in Operations Research for Engineers is a comprehensive course designed to equip learners with essential skills in operations research, a crucial discipline for efficient problem-solving in engineering. This course highlights the importance of data-driven decision-making, system optimization, and strategic planning in various engineering sectors.
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⢠Introduction to Operations Research – Overview, history, and applications of operations research; problem-solving techniques; optimization concepts.
⢠Linear Programming – Formulation of linear programming problems, simplex method, duality theory, sensitivity analysis, applications.
⢠Network Flows – Flow networks, flow conservation, maximum flow problems, minimum cost flow problems, transportation problems, assignment problems.
⢠Integer Programming – Formulation and solution methods for integer programming problems, branch and bound, cutting plane algorithms, branch and price.
⢠Optimization Algorithms – Gradient-based methods, Newton's method, interior point methods, evolutionary algorithms, metaheuristics.
⢠Queuing Theory – Queueing models, Kendall's notation, Little's law, performance measures, queueing networks.
⢠Reliability Engineering – System reliability, component reliability, redundancy, fault trees, Markov models, maintenance strategies.
⢠Inventory Management – Inventory models, economic order quantity (EOQ), safety stock, reorder point policy, continuous review policies.
⢠Decision Analysis – Decision trees, expected value, utility theory, multi-objective decision making, risk analysis.
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