MSA: An Application of Brain Storm Optimization Algorithm
13 Pages Posted: 9 Jul 2020
Date Written: April 29, 2020
BrainStorm Optimization (BSO) algorithm is one of the novel swarm intelligence algorithms motivated by the brainstorming of the human being’s behavior for solving optimization problems. In Bioinformatics, Multiple Sequence Alignment is essential. Though a substantial number of algorithms have been designed for aligning sequences, the decisive estimate of optimal multiple alignments is still a challenge. In this paper, we proposed an efficient method by using the BrainStorm optimization algorithm in order to discover optimal alignments in multiple sequence data. The experiments with the proposed algorithm perform optimal solutions when compared to the evolutionary-based Genetic algorithm.
Keywords: Brain Storm Optimization, Genetic Algorithm, Multiple Sequence Alignment
JEL Classification: C00,L15
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