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Time Windows routing optimization for logistic service provider industry

  • F. Farizal
  • , Amar Rachman
  • , Yohanes Wisnu Krisnantio

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The pickup & delivery problem with time windows (PDPTW) is a common problem faced by logistics service providers when they run their business to pick and to deliver packages. The PDPTW is a non polynomial hard (NP-hard) problem which means the problem's complexity increases as the size of the problem grows. A real life problem is an NP-hard problem that very difficult to be solved with exact method. Therefore, most studies on PDPTW problem utilize metaheuristics methods that come up with a good acceptable result solved in reasonabe time. The PDPTW problem in this study that taken from is a real logistic service provider is solved by Tabu Search Algorithm (TSA). The results show that TSA gives a better solution than the existing ones. The total travel distance reduced by 147.01 km (25.23% saving) and the total service time reduced by 215.53 minutes (12.89% saving). This study also shows that initial solution used impacts the computational time. Clustering method gives shorter computation time than Nearest Neighbour.

Original languageEnglish
Title of host publicationProceedings of the International Summit on Education, Technology and Humanity 2021
EditorsNaufal Ishartono, Yasir Sidiq, Endah Sudarmilah, Vidya Nahdhiyatul Fikriyah, Agus Dwi Anggono
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735445307
DOIs
Publication statusPublished - 7 Jun 2023
Event2021 International Summit on Education, Technology and Humanity, ISETH 2021 - Surakarta, Indonesia
Duration: 20 Dec 202121 Dec 2021

Publication series

NameAIP Conference Proceedings
Volume2727
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

Conference2021 International Summit on Education, Technology and Humanity, ISETH 2021
Country/TerritoryIndonesia
CitySurakarta
Period20/12/2121/12/21

Keywords

  • Clustering
  • Nearest Neighbour
  • Pickup & delivery problem with time windows
  • Routing problem
  • Tabu Search

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