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Dynamic multiobjective optimization by knowledge learning based on factorization machine

Published in 2021 China Automation Congress (CAC) • Oct 22, 2021
NobleIDNI0P81W15R70S29
Authors:
Hao Sun
,
Cong Wang
,
Ziyu Hu

Abstract

One of the main characteristics of dynamic multiobjective optimization problems is that the optimization objectives will change over time, so tracking the changing Pareto optimal front becomes a challenge. To this end, a knowledge learning prediction strategy based on a factorization machine is prop...

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