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author:

Zhang, Han (Zhang, Han.) [1] | Li, Kai (Li, Kai.) [2] | Jia, Zhao-hong (Jia, Zhao-hong.) [3] | Chu, Chengbin (Chu, Chengbin.) [4]

Indexed by:

EI

Abstract:

This paper considers the problem of scheduling a group of jobs with arbitrary release times, non-identical sizes, and different processing times on non-identical parallel batch processing machines to minimize the total completion time. A mixed-integer programming (MIP) model is firstly constructed in this paper to solve this problem. Then since the studied problem is strongly NP-hard, a modified elite ant system algorithm with the local search (MEASL) is also proposed to solve it, which is compared with several meta-heuristic algorithms and the commercial optimization solver (Gurobi) through extensive simulation experiments. Finally, the experimental results verify the effectiveness of the proposed algorithm. © 2023 Elsevier B.V.

Keyword:

Ant colony optimization Artificial intelligence Batch data processing Heuristic algorithms Integer programming Scheduling algorithms

Community:

  • [ 1 ] [Zhang, Han]School of Management, Hefei University of Technology, Hefei; 230009, China
  • [ 2 ] [Li, Kai]School of Management, Hefei University of Technology, Hefei; 230009, China
  • [ 3 ] [Li, Kai]Key Laboratory of Process Optimization and Intelligent Decision-Making, Ministry of Education, Hefei; 230009, China
  • [ 4 ] [Jia, Zhao-hong]School of Computer Science and Technology, Anhui University, Hefei; 230039, China
  • [ 5 ] [Chu, Chengbin]School of Economics & Management, Fuzhou University, Fuzhou; 350116, China
  • [ 6 ] [Chu, Chengbin]Université Gustave-Eiffel, ESIEE Paris, COSYS-GRETTIA, Marne-la-Vallée; F-77454, France

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Source :

European Journal of Operational Research

ISSN: 0377-2217

Year: 2023

Issue: 3

Volume: 309

Page: 1024-1046

6 . 0

JCR@2023

6 . 0 0 0

JCR@2023

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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