Energy consumption minimization for single machine scheduling with bounded maximum tardiness

Ada Che, Ke Lv, Eugene Levner, Vladimir Kats

科研成果: 书/报告/会议事项章节会议稿件同行评审

11 引用 (Scopus)

摘要

This paper investigates a single machine scheduling problem to minimize energy consumption with bounded maximum tardiness. A set of jobs are to be processed on a single machine which is speed-scalable. Each job is characterized by its release time, deadline and processing time. The machine can process only one job with some speed at a time. No preemption is allowed. Since energy consumption is associated with the processing speed, both job sequencing and speed choosing decisions have to be made. Two MILP (mixed integer linear programming) models, which respectively use dichotomous constraints and assignment constraints to model the processing sequence of jobs, are built for this problem. The models are implemented in C++ and solved by CPLEX. Computational results with randomly generated instances demonstrate that the model using assignment constraints is much more efficient than that with dichotomous constraints.

源语言英语
主期刊名ICNSC 2015 - 2015 IEEE 12th International Conference on Networking, Sensing and Control
出版商Institute of Electrical and Electronics Engineers Inc.
146-150
页数5
ISBN(电子版)9781479980697
DOI
出版状态已出版 - 1 6月 2015
活动2015 12th IEEE International Conference on Networking, Sensing and Control, ICNSC 2015 - Taipei, 中国台湾
期限: 9 4月 201511 4月 2015

出版系列

姓名ICNSC 2015 - 2015 IEEE 12th International Conference on Networking, Sensing and Control

会议

会议2015 12th IEEE International Conference on Networking, Sensing and Control, ICNSC 2015
国家/地区中国台湾
Taipei
时期9/04/1511/04/15

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