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Published in:
2014 | OriginalPaper | Chapter
A Membrane-Inspired Evolutionary Algorithm Based on Artificial Bee Colony Algorithm
Authors : Xiaoxiao Song, Jun Wang
Published in: Bio-Inspired Computing - Theories and Applications
Publisher: Springer Berlin Heidelberg
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The paper presents a novel membrane-inspired evolutionary algorithm, named artificial bee colony algorithm based on P systems (ABCPS), which combines P systems and artificial bee colony algorithm (ABC). ABCPS uses the evolutionary rules of ABC, the one level membrane structure, and transformation or communication rules in P systems to design its algorithm. Experiments have been conducted on a set of 29 benchmark functions. The results demonstrate good performance of ABCPS in solving complex function optimization problems when compared with ABC.