Task Offloading Scheduling with Time Constraint for Optimizing Energy Consumption in Edge Cloud Computing

Wen, Shufa and Xu, Hongzhi (2023) Task Offloading Scheduling with Time Constraint for Optimizing Energy Consumption in Edge Cloud Computing. OALib, 10 (11). pp. 1-19. ISSN 2333-9721

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Abstract

In this paper, an improved genetic algorithm with delay constraint was designed. When initializing the population, a greedy strategy was adopted to ensure that there were enough excellent genes in the initial population, a normal distribution ordering selection strategy was adopted when selecting the next generation, so that high-quality chromosomes have a greater probability of being selected, and an adaptive cross-mutation strategy was proposed to achieve dynamic probability when cross-mutation was carried out to avoid the problem that the algorithm was easy to fall into the local optimal solution in the later stage, and at the same time, a maximum subsegment crossover strategy and a discardable mutation strategy were proposed to solve the problem of individual solution deterioration after crossover.

Item Type: Article
Subjects: GO for STM > Multidisciplinary
Depositing User: Unnamed user with email support@goforstm.com
Date Deposited: 15 Dec 2023 05:21
Last Modified: 15 Dec 2023 05:21
URI: http://archive.article4submit.com/id/eprint/2525

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