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An uncertain multi-objective programming model for machine scheduling problem

delete2016-03-21
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PRE
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Y
Yufu Ning *
陈秀梅 cover
陈秀梅 (Xiu‐Mei Chen)
Z
Zhiyong Wang
X
Xiangying Li
DOI:10.1007/s13042-016-0522-2delete
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Abstract

Abstract

En 中文
This paper discusses a parallel machine scheduling problem in which the processing times of jobs and the release dates are independent uncertain variables with known uncertainty distributions. An uncertain programming model with multiple objectives is obtained, whose first objective is to minimize the maximum completion time or makespan, and second objective is to minimize the maximum tardiness time. A genetic algorithm is employed to solve the proposed uncertain machine scheduling model, and its efficiency is illustrated by some numerical experiments.
Keywords:
Machine scheduling problem
Uncertain variable
Uncertain programming
Genetic algorithm
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Journal

International Journal of Machine Learning and Cybernetics cover
International Journal of Machine Learning and Cybernetics
IF:
2.7
Papers:
3.2K
Citations:
5.6K

Organization

S
Shandong Youth University of Political Science
Scholars:
130
Papers: 130
Citations: 67
Cited Papers

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