High Performance Algorithms for the Unrelated Parallel Machines Scheduling Problem with a Common Server and Job-Sequence Dependent Setup Times

被引：0
|
作者：
Hadhbi, Youssouf [1 ]
Deroussi, Laurent [1 ]
Grangeon, Nathalie [1 ]
Norre, Sylvie [1 ]
Blanchon, Christophe [2 ]
机构：
[1] Univ Clermont Auvergne, CNRS, Clermont Auvergne INP, Mines St Etienne,LIMOS, F-63000 Clermont Ferrand, France
[2] Inoprod, F-63800 Cournon Dauvergne, France
来源：
METAHEURISTICS AND NATURE INSPIRED COMPUTING, META 2023 | 2024年 / 2016卷
关键词：
unrelated parallel machines scheduling problem; sequence-dependent setup times; servers; mixed integer linear program; branch-and-cut; local search; iterated local search; matheuristic; APPROXIMATION ALGORITHMS; MAKESPAN;
D O I：
10.1007/978-3-031-69257-4_6
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper we study a variant of the non-preemptive unrelated parallel machines scheduling problem with sequence-dependent setup times and machine eligibility restrictions. We first formulate the problem as a mixed integer linear program (MILP), and further devise a branch-and-cut (B&C) algorithm for solving the problem. Due to the NP hardness of the problem, we propose a metaheuristic based on an iterated local search (ILS) algorithm. Using this, we provide several matheuristics for solving the problem. The proposed approaches are compared using different families of instances.
引用
收藏
页码：71 / 88
页数：18
相关论文
共 50 条
  • [1] Scheduling unrelated parallel machines with a common server and sequence dependent setup times
    Raboudi, Houda
    Alpan, Gulgun
    Mangione, Fabien
    Tissot, Geoffrey
    Noel, Frederic
    IFAC PAPERSONLINE, 2022, 55 (10): : 2179 - 2184
  • [2] Advanced scheduling model for unrelated parallel machines problem with job-sequence dependent setup times, availability constraints and time windows
    Agárdi, Anita
    Nehéz, Károly
    Academic Journal of Manufacturing Engineering, 2020, 18 (02): : 20 - 27
  • [3] Exact algorithms for a scheduling problem with unrelated parallel machines and sequence and machine-dependent setup times
    Rocha, Pedro Leite
    Ravetti, Martin Gomez
    Mateus, Geraldo Robson
    Pardalos, Panos M.
    COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (04) : 1250 - 1264
  • [4] Algorithms for the Unrelated Parallel Machine Scheduling Problem with Sequence Dependent Setup Times
    Silva, Luciano Geraldo
    Rego, Marcelo Ferreira
    de Assis, Luciana Pereira
    Andrade, Alessandro Vivas
    2018 37TH INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (SCCC), 2018,
  • [5] Scheduling unrelated parallel machines with sequence-dependent setup times
    Zeidi, Javad Rezaeian
    MohammadHosseini, Samir
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2015, 81 (9-12): : 1487 - 1496
  • [6] Scheduling unrelated parallel machines with sequence-dependent setup times
    Javad Rezaeian Zeidi
    Samir MohammadHosseini
    The International Journal of Advanced Manufacturing Technology, 2015, 81 : 1487 - 1496
  • [7] A HYBRIT APPROACH ON SINGLE SERVER PARALLEL MACHINES SCHEDULING PROBLEM WITH SEQUENCE DEPENDENT SETUP TIMES
    Tuerker, A. Kuersad
    Sel, Cagri
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2011, 26 (04): : 731 - 740
  • [8] Modeling and solving static m identical parallel machines scheduling problem with a common server and sequence dependent setup times
    Hamzadayi, Alper
    Yildiz, Gokalp
    COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 106 : 287 - 298
  • [9] A mathematical model and heuristic algorithms for an unrelated parallel machine scheduling problem with sequence-dependent setup times, machine eligibility restrictions and a common server
    Bektur, Gulcin
    Sarac, Tugba
    COMPUTERS & OPERATIONS RESEARCH, 2019, 103 : 46 - 63
  • [10] An Improved Firefly Algorithm for the Unrelated Parallel Machines Scheduling Problem With Sequence-Dependent Setup Times
    Ezugwu, Absalom E.
    Akutsah, Francis
    IEEE ACCESS, 2018, 6 : 54459 - 54478
12345