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Probability and certainty in the performance of evolutionary and swarm optimization algorithms
Nikola Ivković, Robert Kudelić, Matej Črepinšek
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Oznake: algoritmi;evolucijsko računanje;metaheuritika;umetna inteligenca;algorithmic performance;experimental evaluation;metaheuristics;quantile;confidence interval;stochastic algorithms;evolutionary computation;swarm intelligence;experimental methodology;
Reporting the empirical results of swarm and evolutionary computation algorithms is a challenging task with many possible difficulties. These difficulties stem from the stochastic nature of such algorithms, as well as their inability to guarantee an optimal solution in polynomial time. This resea ...
Leto: 2022 Vir: Fakulteta za elektrotehniko, računalništvo in informatiko (UM FERI)
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