A Two-Level Transfer Learning Algorithm for Evolutionary Multitasking

A Two-Level Transfer Learning Algorithm for Evolutionary Multitasking

Different from conventional single-task optimization, the recently proposed multitasking optimization (MTO) simultaneously deals with multiple optimization tasks with different types of decision variables. MTO explores the underlying similarity and complementarity among the component tasks to improv...

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Bibliographic Details
Main Authors: Xiaoliang Ma, Qunjian Chen, Yanan Yu, Yiwen Sun, Lijia Ma, Zexuan Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-01-01
Series:Frontiers in Neuroscience
Subjects:
evolutionary multitasking
multifactorial optimization
transfer learning
memetic algorithm
knowledge transfer
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.01408/full

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https://www.frontiersin.org/article/10.3389/fnins.2019.01408/full

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