Multi-Objective Optimization of Cancer Chemotherapy Using Swarm Intelligence
BibTeX
@MISC{Petrovski_multi-objectiveoptimization,
author = {Andrei Petrovski and John Mccall and Bhavani Sudha},
title = {Multi-Objective Optimization of Cancer Chemotherapy Using Swarm Intelligence},
year = {}
}
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Abstract
Abstract. Cancer chemotherapy aims at achieving a number of treatment goals, not all of which are commensurate. Because of this, the problem of chemotherapy optimization necessitates the use of multi-objective optimization methods. The techniques based on swarm intelligence have certain features that make them applicable and effective in addressing multiple treatment objectives of cancer chemotherapy. This paper demonstrates the adaptive capabilities of particle swarm optimization (PSO) that enables this bio-inspired metaheuristic to carry out an efficient search for both effective and versatile chemotherapy treatments.
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