An adaptive multitasking optimization algorithm based on population distribution

An adaptive multitasking optimization algorithm based on population distribution

Evolutionary multitasking optimization (EMTO) handles multiple tasks simultaneously by transferring and sharing valuable knowledge from other relevant tasks. How to effectively identify transferred knowledge and reduce negative knowledge transfer are two key issues in EMTO. Many existing EMTO algori...

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Bibliographic Details
Main Authors: Xiaoyu Li, Lei Wang, Qiaoyong Jiang, Qingzheng Xu
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
evolutionary multitasking optimization
differential evolution
population distribution information
maximum mean difference
similarity
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2024107?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2024107?viewType=HTML

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