A genetic algorithm for simultaneous lotsizing and sequencing of the permutation flow shops with sequence-dependent setups

Mohammad Mohammadi; S. M. T. Fatemi Ghomi; Niloofar Jafari

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A genetic algorithm for simultaneous lotsizing and sequencing of the permutation flow shops with sequence-dependent setups

机译：具有序列相关设置的置换流水车间同时批量和定序的遗传算法

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摘要

This article proposes a genetic algorithm (GA) for the simultaneous lotsizing and sequencing problem in permutation flow shops involving sequence-dependent setups and capacity constraints. To evaluate the effectiveness of the proposed GA, two lower bounds are developed and compared against the optimal solution. The results of GA are compared with the selected lower bound.

机译：本文提出了一种遗传算法（GA），用于涉及流程依赖的设置和容量约束的置换流水车间中的同时批处理和排序问题。为了评估所提出的遗传算法的有效性，开发了两个下界并将其与最佳解决方案进行比较。将GA的结果与选定的下限进行比较。

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《International Journal of Computer Integrated Manufacturing》 |2011年第3期|共7页
作者
Mohammad Mohammadi; S. M. T. Fatemi Ghomi; Niloofar Jafari;
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正文语种 eng
中图分类计算机集成制造;
关键词
Capacitated lotsizing problem; Permutation flow shop; Sequence-dependent setups; Genetic algorithm;

机译：容量大的批量问题;置换流水车间;与序列有关的设置;遗传算法;

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专利

1. A genetic algorithm for simultaneous lotsizing and sequencing of the permutation flow shops with sequence-dependent setups [J] . Mohammad Mohammadi, S. M. T. Fatemi Ghomi, Niloofar Jafari International Journal of Computer Integrated Manufacturing . 2011,第1a3期

机译：具有序列相关设置的置换流水车间同时批量和定序的遗传算法
2. Genetic algorithm-based heuristic for capacitated lotsizing problem in flow shops with sequence-dependent setups [J] . M. Mohammadi, S.M.T. Fatemi Ghomi Expert Systems with Application . 2011,第6期

机译：基于遗传算法的启发式算法，用于流程商店中具有序列相关设置的容量批量问题
3. Relax and Fix Heuristics for Simultaneous Lot Sizing and Sequencing the Permutation Flow Shops with Sequence-Dependent Setups [J] . M. Mohammadi, S.M.T. Fatemi GhomiM. Ghomi International Journal of Industrial Engineering & Production Research . 2010,第3期

机译：放宽和修复启发式方法，以便同时进行批量调整和序列依赖设置的置换流水车间排序
4. A Hybrid Genetic Algorithm for the Distributed Permutation Fiowshop Scheduling Problem with Sequence-Dependent Setup Times [C] . Jiangping Huang, Quanke Pan, Qingda Chen International Conference on Artificial Intelligence Applications and Technologies . 2020

机译：一种具有序列依赖的安装时间的分布式置换诸如分布式置换的混合遗传算法
5. Permutation flow-shop scheduling using a genetic algorithm-based iterative method. [D] . Eskenasi, Mahdi. 2006

机译：使用基于遗传算法的迭代方法进行置换流水车间调度。
6. A Multipopulation PSO Based Memetic Algorithm for Permutation Flow Shop Scheduling [O] . Ruochen Liu, Chenlin Ma, Wenping Ma, 2013

机译：基于多元PSO的置换流水车间调度的模算法。
7. A Genetic Algorithm for a Two-Machine Flowshop with a Limited Waiting Time Constraint and Sequence-Dependent Setup Times [O] . Ju-Yong Lee 2020

机译：具有有限的等待时间约束和序列依赖性设置时间的双机流跳的遗传算法

A genetic algorithm for simultaneous lotsizing and sequencing of the permutation flow shops with sequence-dependent setups

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