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Replication Data for: A Metaheuristic Search Algorithm Based on Sampling and Clustering

Dataset

Description

This repository contains the experimental data associated with the MCSA (Montecarlo-Clustering Search Algorithm), a stochastic metaheuristic designed for solving optimization problems. The dataset supports the results presented in the associated publication and includes raw outputs, benchmark evaluations, and problem-specific instances such as the Knapsack Problem (KP) and Multi-Objective Knapsack Problem (MOKP).
Detailed tabular and file-specific descriptions are provided within each experiment folder (EX01_instance–EX04_Synthetic).
For a deep dive into the algorithmic steps, binary encoding, and problem decomposition, please refer to the README_methodology
Date made available8 Apr 2026
PublisherCORA.Repositori de Dades de Recerca

  • Computación de altas prestaciones eficiente y segura para aplicaciones de servicios de salud inteligentes

    Rexachs del Rosario, D. I. (Principal Investigator), Luque Fadon, E. (Co-Investigador/a Principal), Aldo Balladini, J. (Collaborator), DA SILVA BORGES DE SANTANA, F. J. (Collaborator), DE GIUSTI RUBIO, A. E. (Collaborator), Gaudiani, A. A. (Collaborator), Gómez Sánchez, P. (Collaborator), Harita Rascon, M. D. L. A. (Collaborator), Leon, B. (Collaborator), Lopes Bezerra, A. A. (Collaborator), MIGUEL MONTEZANTI, D. (Collaborator), MORAN AQUEVEQUE, M. (Collaborator), Mendez , S. A. (Collaborator), Miller, B. (Collaborator), OMAR ENCINAS, D. (Collaborator), Parraga Pinzon, E. A. (Collaborator), Printista, A. M. (Collaborator), Tirado Maraboli, F. (Collaborator), TISSERA, C. (Collaborator), Wong Gonzalez, A. (Collaborator), Boixader Estevez, F. (Investigator), Enrique Manonellas, G. (Investigator), Epelde Gonzalo, F. D. (Investigator), Bruballa Vilas, E. (Investigator), Heymann Pignolo, E. (Investigator), Martín, M. A. (Investigator), Suppi Boldrito, R. (Investigator), Taboada González, M. (Investigator), VICENTE VILLALBA, A. (Investigator), Galeano Galeano, R. (Collaborator), Rivas, J. (Collaborator), Mariano Trigila (Collaborator), Mariela Rodríguez (Collaborator), Planas Gonzalez, M. (Collaborator), Mesas Cervilla, F. (Collaborator), Albert Orenga, M. À. (Collaborator), Mohsen Hallaj Asghar, M. (Collaborator), Alvarez Ollo, A. C. (Collaborator) & Gonzalez Cuevas, A. (Applicant)

    1/09/21 → 31/05/25

    Project: Research Projects and Other Grants

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