alexa A memetic algorithm for multiple-drug cancer chemotherapy schedule optimization.
Bioinformatics & Systems Biology

Bioinformatics & Systems Biology

Journal of Proteomics & Bioinformatics

Author(s): Tse SM, Liang Y, Leung KS, Lee KH, Mok TS

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Abstract This correspondence introduces a multidrug cancer chemotherapy model to simulate the possible response of the tumor cells under drug administration. We formulate the model as an optimal control problem. The algorithm in this correspondence optimizes the multidrug cancer chemotherapy schedule. The objective is to minimize the tumor size under a set of constraints. We combine the adaptive elitist genetic algorithm with a local search algorithm called iterative dynamic programming (IDP) to form a new memetic algorithm (MA-IDP) for solving the problem. MA-IDP has been shown to be very efficient in solving the multidrug scheduling optimization problem.
This article was published in IEEE Trans Syst Man Cybern B Cybern and referenced in Journal of Proteomics & Bioinformatics

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