SMSP-EMOA: Augmenting SMS-EMOA with the Prospect Indicator for Multiobjective Optimization

This paper studies a new evolutionary multiobjective optimization algorithm (EMOA) that leverages quality indicators in parent selection and environmental selection operators. The proposed indicator-based EMOA, called SMSPEMOA, is designed as an extension to SMS-EMOA, which is one of the most succes...

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Bibliographic Details

Published in:	2011 IEEE 23rd International Conference on Tools with Artificial Intelligence pp. 261 - 268
Main Authors:	Phan, D. H., Suzuki, J., Boonma, P.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.11.2011
Subjects:	Algorithm design and analysis Convergence Evolutionary multiobjective optimization algorithms (EMOAs) Heuristic algorithms Hypercubes Indicator-based EMOAs IP networks Measurement Optimization Quality indicators
ISBN:	145772068X, 9781457720680
ISSN:	1082-3409
Online Access:	Get full text
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