An Improved TLBO Algorithm for Balancing Stochastic Two-Sided Assembly Line

Da Shuang Li; Chao Yong Zhang; Xin Yu Shao; Zhan Peng Xie

doi:10.4028/www.scientific.net/AMM.610.345

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 610An Improved TLBO Algorithm for Balancing...

An Improved TLBO Algorithm for Balancing Stochastic Two-Sided Assembly Line

Abstract:

The stochastic two-sided assembly line is a special line in which workers perform assembly tasks in both sides of the line and the task time is not deterministic. In the improved teaching-learning-based optimization (ITLBO) algorithm, teacher and learner phases are modified for the discrete problem, a novel merging method is proposed to construct the new evolutionary population and Late Acceptance Hill-Climbing (LAHC) is integrated into the self-learning phase to obtain high quality solutions. The experimental results validate the effectiveness of the proposed algorithm.

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Periodical:

Applied Mechanics and Materials (Volume 610)

Pages:

345-349

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.610.345

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Online since:

August 2014

Authors:

Da Shuang Li, Chao Yong Zhang*, Xin Yu Shao, Zhan Peng Xie

Keywords:

Late Acceptance Hill-Climbing, Stochastic Two-Sided Assembly Line, Teaching-Learning-Based Optimization

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References

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