A Mix Integer Programming Model for Bi-objective Single Machine with Total Weighted Tardiness and Electricity Cost under Time-of-use Tariffs

B. Kurniawan, A. A. Gozali, W. Weng, S. Fujimura

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

With the rapid growth of electricity demand, many governments around the world have implemented the energy-conscious policy such as time-of-use policy. This paper addresses a bi-objective single machine scheduling with the total tardiness and electricity cost minimization under time-of-use tariffs. The problem is formulated as a mixed integer programming model. The CPLEX solver solves a small size instance to validate the model. We also describe the procedure to obtain the set of non-dominated solution using commercial solver. The complexity of the model is tested on several problem instances. The results show that the problem is hard to solve even for medium size instances. Hence, we propose a genetic algorithm with random insertion to obtain the set of Pareto solutions for large instances.

本文言語English
ホスト出版物のタイトル2018 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2018
出版社IEEE Computer Society
ページ137-141
ページ数5
ISBN(電子版)9781538667866
DOI
出版ステータスPublished - 2019 1 9
イベント2018 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2018 - Bangkok, Thailand
継続期間: 2018 12 162018 12 19

出版物シリーズ

名前IEEE International Conference on Industrial Engineering and Engineering Management
2019-December
ISSN(印刷版)2157-3611
ISSN(電子版)2157-362X

Conference

Conference2018 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2018
CountryThailand
CityBangkok
Period18/12/1618/12/19

ASJC Scopus subject areas

  • Business, Management and Accounting (miscellaneous)
  • Industrial and Manufacturing Engineering
  • Safety, Risk, Reliability and Quality

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