Makespan minimization of machines and Automated Guided Vehicles schedule using Binary Particle Swarm Optimization

Muhammad Hafidz Fazli Bin Md Fauadi, Tomohiro Murata

研究成果: Conference contribution

7 被引用数 (Scopus)

抄録

An efficient and optimized Automated Guided Vehicles (AGVs) operation plays a critical role in improving the performance of a Flexible Manufacturing System (FMS). Among the main elements in the implementation of AGV is task scheduling. This is due to the fact that efficient scheduling would enable the increment of productivity and reducing delivery cost whilst optimally utilizes the entire fleet. In this research, Binary Particle Swarm Optimization (BPSO) is used to optimize simultaneous machines and AGVs scheduling process with makespan minimization function. It is proven that the method is capable to provide better solution compared to others.

本文言語English
ホスト出版物のタイトルProceedings of the International MultiConference of Engineers and Computer Scientists 2010, IMECS 2010
ページ1897-1902
ページ数6
出版ステータスPublished - 2010 12月 1
イベントInternational MultiConference of Engineers and Computer Scientists 2010, IMECS 2010 - Kowloon, Hong Kong
継続期間: 2010 3月 172010 3月 19

出版物シリーズ

名前Proceedings of the International MultiConference of Engineers and Computer Scientists 2010, IMECS 2010

Other

OtherInternational MultiConference of Engineers and Computer Scientists 2010, IMECS 2010
国/地域Hong Kong
CityKowloon
Period10/3/1710/3/19

ASJC Scopus subject areas

  • コンピュータ サイエンス(その他)

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