Multi-task Cooperative Optimization Algorithm Based on Adaptive Knowledge Transfer andResource Allocation

Multi-task Cooperative Optimization Algorithm Based on Adaptive Knowledge Transfer andResource Allocation

Multi-task optimization algorithm optimizes each task separately and transfers knowledge among tasks at the same time to improve the comprehensive performance of multiple tasks.However,the negative knowledge transfer between tasks with low similarity leads to the overall performance degradation,and...

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Bibliographic Details
Main Author: TANG Feng, FENG Xiang, YU Hui-qun
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-07-01
Series:Jisuanji kexue
Subjects:
adaptive knowledge transfer|multi-task collaborative optimization|dynamic group search algorithm|computing resource allocation|inter-task deviation
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-7-254.pdf

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https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-7-254.pdf

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