Objective reduction in many-objective optimization : evolutionary multiobjective approaches and comprehensive analysis

Many-objective optimization problems bring great difficulties to the existing multiobjective evolutionary algorithms, in terms of selection operators, computational cost, visualization of the high-dimensional tradeoff front, and so on. Objective reduction can alleviate such difficulties by removing...

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Bibliographic Details
Main Authors: Yuan, Yuan, Ong, Yew-Soon, Gupta, Abhishek, Xu, Hua
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2020
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Online Access:https://hdl.handle.net/10356/140635
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Institution: Nanyang Technological University
Language: English

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