Scheduling of a job-shop problem with limited output buffers

被引:5
|
作者
Zeng, Chengkuan [1 ]
Tang, Jiafu [2 ]
Fan, Zhi-Ping [1 ]
Yan, Chongjun [2 ]
机构
[1] Northeastern Univ, Sch Business Adm, Dept Informat Management & Decis Sci, Shenyang, Liaoning, Peoples R China
[2] DUFE, Coll Management Sci & Engn, Dalian, Peoples R China
关键词
Job-shop scheduling; limited output buffer; disjunctive graph model; uniform distribution; GENETIC ALGORITHM; CONSTRAINTS; BLOCKING; MACHINE; SEARCH;
D O I
10.1080/0305215X.2019.1577407
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article addresses a job-shop problem with limited output buffers (JS-LOB) with the objective of minimizing the process makespan. An integer nonlinear mathematical programming model is proposed to describe this problem. Based on the model, a two-stage algorithm consisting of obtaining feasible solutions and a local search is proposed to solve the JS-LOB problem. The local search has two operators: the first is a neighbourhood structure based on a disjunctive graph model, and the second is similar to crossover in the genetic algorithm to avoid falling into local optima. Computational results are presented for a set of benchmark tests. The results show the effectiveness of the proposed algorithm and indicate whether the processing time of the job conforms to a uniform distribution. When the proportion between the capacity of the buffer and the number of jobs is larger than 20%, the influence of the buffer becomes very small.
引用
收藏
页码:53 / 73
页数:21
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