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2014 | OriginalPaper | Chapter

Water Flow-Like Optimization Algorithm for Multi-objective Continuous Optimization Problem

Authors : Feng-Cheng Yang, Bryan Ni

Published in: Proceedings of 2013 4th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2013)

Publisher: Springer Berlin Heidelberg

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Abstract

This paper presents a WFA for Multi-objective Continuous Optimization Problems. Namely WFA4MC. In order to prove WFA4MC performances precisely, this research proposes Correctness and Coverness to measure non-dominated solutions in ZDT functions. Besides, the Generational Distance is used in the comparison with other heuristic algorithms. The result showed that based on the same limit of the number of objective function calls, the WFA4MC outperform than others.

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Metadata
Title
Water Flow-Like Optimization Algorithm for Multi-objective Continuous Optimization Problem
Authors
Feng-Cheng Yang
Bryan Ni
Copyright Year
2014
Publisher
Springer Berlin Heidelberg
Book
Proceedings of 2013 4th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2013)

Print ISBN: 978-3-642-40059-9

Electronic ISBN: 978-3-642-40060-5

Copyright Year: 2014

DOI
https://doi.org/10.1007/978-3-642-40060-5_46