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JOURNALS // Sibirskii Zhurnal Vychislitel'noi Matematiki // Archive

Sib. Zh. Vychisl. Mat., 2004 Volume 7, Number 4, Pages 301–307 (Mi sjvm166)

A metaheuristic GAs method as a decision support for the choice of cancer treatment

F. Gorunescua, M. Gorunescub, R. Gorunescub

a Department of Mathematics, Biostatistics and Informatics, University of Medicine and Pharmacy of Craiova
b Department of Computer Science, Faculty of Mathematics and Computer Science,University of Craiova

Abstract: This paper focuses on a metaheuristic method that helps in evaluating the cancer treatment complexity. We show how to help find a (near) optimal treatment formula by using a genetic algorithms japproach. When the diagnosis problem has been solved, attention is given to designing the treatment procedure. The goal of this paper is to explore a GA-based approach to determine the (near) optimum treatment formula depending on some features of the patient. An application to breast and uterus cancers is presented as well.

MSC: 62H30, 68T20

Received: 20.03.2003

Language: English



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