An Intelligent Water Drops Algorithm to Supply-Demand Hub in Industrial Cluster Considering Transportation Mode

Vahid Kayvanfar, Shaya Sheikh, G. M. Komaki

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

1 Citation (Scopus)

Abstract

Industrial Clusters (ICs) are companies that are active in the same commercial section in adjacent geographical area. Several articles have investigated the mathematical structure of ICs under different business rules and objectives. However, There is a dearth of research in mathematical relationship between Supply Chain Management and ICs. To bridge this gap, we propose a multi-echelon supply-distribution model that optimize collaborations of different echelons. The two considered objectives are minimizing the total incurred logistics costs, and maximizing the service level of customers. We solve this problem using the intelligent water drops (IWD) algorithm. We also compare IWD with reference-point based non-dominated sorting genetic algorithm (NSGA-III) and non-dominated ranking genetic algorithm (NRGA). Finally, we illustrate the validity of the proposed approach through experimental results.

Original languageEnglish
Title of host publicationProceedings - 2018 IEEE International Conference on Big Data, Big Data 2018
EditorsNaoki Abe, Huan Liu, Calton Pu, Xiaohua Hu, Nesreen Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu, Kisung Lee, Jiliang Tang, Jingrui He, Jeffrey Saltz
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3135-3143
Number of pages9
ISBN (Electronic)9781538650356
DOIs
Publication statusPublished - 2 Jul 2018
Externally publishedYes
Event2018 IEEE International Conference on Big Data, Big Data 2018 - Seattle, United States
Duration: 10 Dec 201813 Dec 2018

Publication series

NameProceedings - 2018 IEEE International Conference on Big Data, Big Data 2018

Conference

Conference2018 IEEE International Conference on Big Data, Big Data 2018
Country/TerritoryUnited States
CitySeattle
Period10/12/1813/12/18

Keywords

  • Industrial Cluster
  • Intelligent Water Drops
  • Supply Chain Management
  • Third Party Logistics provider

Fingerprint

Dive into the research topics of 'An Intelligent Water Drops Algorithm to Supply-Demand Hub in Industrial Cluster Considering Transportation Mode'. Together they form a unique fingerprint.

Cite this