Nepomuceno Chamorro, Juan AntonioTroncoso Lora, AliciaAguilar Ruiz, Jesús Salvador2022-05-262022-05-262009Nepomuceno Chamorro, J.A., Troncoso Lora, A. y Aguilar Ruiz, J.S. (2009). An Overlapping Control–Biclustering Algorithm from Gene Expression Data. En ISDA 2009: 9th International Conference on Intelligent Systems Design and Applications (1239-1244), Pisa, Italy: IEEE Computer Society.978-1-4244-4735-02164-7143https://hdl.handle.net/11441/133684In this paper a hybrid metaheuristic for biclustering based on Scatter Search and Genetic Algorithms is pre sented. A general scheme of Scatter Search has been used to obtain high–quality biclusters, but a way of generating the initial population and a method of combination based on Genetic Algorithms have been chosen. Moreover, in the own algorithm the overlapping among biclusters is con trolled adding a penalization term in the fitness function. Experimental results from yeast cell cycle are reported. Fi nally, the performance of the proposed hybrid algorithm is compared with a genetic algorithm recently published.application/pdf6engAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/openAccesshttps://doi.org/10.1109/ISDA.2009.241