Metaheuristics

By Patrick Siarry. Cambridge International Law Journal, 2016

515 citations recorded by the source corpus.

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Metaheuristic algorithms for PID controller parameters tuning: review, approaches and open problems (2022, background): “The acceptance and popularity of metaheuristic algorithms can be attributed to their concurrent and quite simple implementation, their ability to handle large complex problems at a reduced computational cost, and their wide usage in different areas of endeavor (Gogna and Tayal, 2013; Talbi, 2009).”
A review of simheuristics: Extending metaheuristics to deal with stochastic combinatorial optimization problems (2015, methodology): “The use of metaheuristics inside the SO arena had already been described by Olafsson [57], who highlights the importance of covering the gap between the solutions of practical problems and their theoretical analysis—traditionally carried out by exact procedures.”
Simulation optimization: a review of algorithms and applications (2014, unknown): “A review of random search methods is presented in [8, 149].”