Simheuristics: An Introductory Tutorial

• Published in: Proceedings - Winter Simulation Conference pp. 1325 - 1339
• Main Authors: Juan, Angel A., Li, Yuda, Ammouriova, Majsa, Panadero, Javier, Faulin, Javier
• Format: Conference Proceeding
• Language: English
• Published: IEEE 11.12.2022
• Subjects: Machine learning; Manufacturing; Metaheuristics; Stochastic processes; Transportation; Tutorials; Uncertainty

Both manufacturing and service industries are subject to uncertainty. Probability techniques and simulation methods allow us to model and analyze complex systems in which stochastic uncertainty is present. When the goal is to optimize the performance of these stochastic systems, simulation by itself...