Optimizing Robot Movements in Flexible Job Shop Environment by Metaheuristics Based on Clustered Holonic Multiagent Model

被引：0

作者：

Nouri, Houssem Eddine ^{[1
]}

Driss, Olfa Belkahla ^{[2
]}

Ghedira, Khaled ^{[1
]}

机构：

[1] Univ Tunis, Inst Super Gest Tunis, 41 Ave Liberte,Cite Bouchoucha, Tunis, Tunisia

[2] Univ Manouba, Ecole Super Commerce Tunis, Tunis, Tunisia

来源：

MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, (MDAI 2016) | 2016年 / 9880卷

关键词：

Scheduling; Robots; Flexible job shop; Genetic algorithm; Tabu search; Holonic multiagent; MACHINES;

D O I：

10.1007/978-3-319-45656-0_23

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In systems based robotic cells, the control of some elements such as transport robot has some difficulties when planning operations dynamically. The Flexible Job Shop scheduling Problem with Transportation times and Many Robots (FJSPT-MR) is a generalization of the classical Job Shop scheduling Problem (JSP) where a set of jobs have to be transported between them by several transport robots. This paper proposes hybrid metaheuristics based on clustered holonic multiagent model for the FJSPT-MR. Computational results are presented using a set of literature benchmark instances. New upper bounds are found, showing the effectiveness of the presented approach.

引用

页码：275 / 288

页数：14

共 36 条

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Driss, Olfa Belkahla
Ghedira, Khaled
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[J]. TRANSACTIONS ON COMPUTATIONAL COLLECTIVE INTELLIGENCE XXVIII, 2018, 10780 : 93 - 115
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[6] Solving Flexible Job Shop Scheduling Problem with Transportation Time Based on Neuro Fuzzy Suggested Metaheuristics
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[7] Swarm intelligent based metaheuristics for a bi-objective flexible job shop integrated supply chain scheduling problems
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[J]. Applied Soft Computing, 2022, 121
[8] An improved hybrid metaheuristics and rule-based approach for flexible job-shop scheduling subject to machine breakdowns
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[J]. ENGINEERING OPTIMIZATION, 2023, 55 (09) : 1535 - 1555
[9] Swarm intelligent based metaheuristics for a bi-objective flexible job shop integrated supply chain scheduling problems
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[J]. APPLIED SOFT COMPUTING, 2022, 121
[10] Flexible job shop scheduling model with parallel processes based on genetic algorithm
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[J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON MATERIALS SCIENCE, MACHINERY AND ENERGY ENGINEERING (MSMEE 2017), 2017, 123 : 953 - 958

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