Evaluating Multiobjective Evolutionary Algorithms Using MCDM Methods

The evaluation of multiobjective evolutionary algorithms (MOEAs) involves many metrics, it can be considered as a multiple-criteria decision making (MCDM) problem. A framework is proposed to estimate MOEAs, in which six MOEAs, five performance metrics, and two MCDM methods are used. An experimental...

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Bibliographic Details
Main Authors: Xiaobing Yu, YiQun Lu, Xianrui Yu
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2018/9751783