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author:

Riahi, V. (Riahi, V..) [1] | Chiong, R. (Chiong, R..) [2] | Zhang, Y. (Zhang, Y..) [3]

Indexed by:

Scopus

Abstract:

With the no-idle constraint, a machine has to process a job after finishing the previous one without any interruption. The start time of the first job on each machine must thus be delayed to meet this condition. In this paper, a new Iterated Greedy Algorithm (IGA) is presented for no-idle flowshop scheduling with the objective of minimizing the total tardiness. For the initialization phase, a variant of the NEH procedure is developed. Then, we propose a new variable local search based on an insert move with two different job selection mechanisms. A tardiness-guided job selection procedure, a job-dependent parameter and an insert-swap based method are further introduced in the destruction-construction phases. While most of the related studies have used a fixed probability for accepting new or non-improving solutions, we propose a time-dependent probability that allows our algorithm to focus on exploration in early iterations and exploitation in later iterations. Comprehensive computational experiments show that the proposed IGA is superior in terms of solution quality than state-of-the-art algorithms for the problem at hand. As a result, more than 50% of the existing best solutions for the benchmark instances tested have been updated. © 2019

Keyword:

Flowshop scheduling; IGA; NEH; No-idle permutation

Community:

  • [ 1 ] [Riahi, V.]Institute for Integrated and Intelligent Systems (IIIS), Griffith University, Nathan, QLD 4111, Australia
  • [ 2 ] [Chiong, R.]School of Electrical Engineering and Computing, The University of Newcastle, Callaghan, NSW 2308, Australia
  • [ 3 ] [Chiong, R.]School of Economics and Management, Fuzhou University, Fuzhou, 350116, China
  • [ 4 ] [Zhang, Y.]dSchool of Management and Economics, Beijing Institute of Technology, Beijing, 100081, China
  • [ 5 ] [Zhang, Y.]Sustainable Development Research Institute for Economy and Society of Beijing, Beijing, 100081, China

Reprint 's Address:

  • [Chiong, R.]School of Electrical Engineering and Computing, The University of NewcastleAustralia

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Source :

Computers and Operations Research

ISSN: 0305-0548

Year: 2020

Volume: 117

4 . 0 0 8

JCR@2020

4 . 1 0 0

JCR@2023

ESI HC Threshold:149

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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