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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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Detalles Bibliográficos
Autores principales: Ma, Xiaoliang, Chen, Qunjian, Yu, Yanan, Sun, Yiwen, Ma, Lijia, Zhu, Zexuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6971124/
https://www.ncbi.nlm.nih.gov/pubmed/31992969
http://dx.doi.org/10.3389/fnins.2019.01408