4/17/2023 0 Comments What is cccp settingWhile cloud computing is based on far away computing centres, edge computing acknowledges the computing resources in the continuum between local devices and the cloud. In addition, considering the solutions (clusterings) produced by the algorithms, a relative validation index (average silhouette) was applied, where, again, was observed that our method performed well, producing cluster with a good structure.Įdge computing augments cloud computing. Furthermore, with the results of a linear integer programming formulation, we found that our algorithm obtained the global optimal solutions for most cases and, despite its stochastic nature, presented stability in terms of quality of the solutions obtained and the number of generations required to produce such solutions. Experiments were carried out with fifty literature data sets with small, medium, and large sizes, considering several numbers of clusters, showed that the proposed algorithm outperformed eight other algorithms, for example, the classics PAM and CLARA algorithms. A novel heuristic operator was implemented and combined with a parallelized local search procedure. This paper presents a biased random-key genetic algorithm for k-medoids clustering problem.
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