Constraint programming model for resource-constrained assembly line balancing problem

The literature studies assume that resources used to be perform the tasks are certain and homogenous in any assembly line. However, tasks may need to be processed by general resource requirements in real life. These general resources could be classified by usage of resources such as simple or multip...

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Veröffentlicht in:Soft computing (Berlin, Germany) Jg. 24; H. 7; S. 5367 - 5375
Hauptverfasser: Alakaş, Hacı Mehmet, Pınarbaşı, Mehmet, Yüzükırmızı, Mustafa
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2020
Springer Nature B.V
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ISSN:1432-7643, 1433-7479
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Abstract The literature studies assume that resources used to be perform the tasks are certain and homogenous in any assembly line. However, tasks may need to be processed by general resource requirements in real life. These general resources could be classified by usage of resources such as simple or multiple, alternative and concurrent. The problem which is related to assignment of the task to any workstation and assignment of resources needed by the task simultaneously is defined as resource-constrained assembly line balancing problems (RCALBPs). In this study, a multiobjective model with minimization of cycle time and resource usage for a given number of stations is modeled to solve the RCALBP for the first time. Alternative and general resource types for tasks and using more than two resource type requirements are also considered. A constraint programming model is developed and solved to find the optimal solutions of these problems. The proposed models are tested with sample scenarios to show the effectiveness of the model.
AbstractList The literature studies assume that resources used to be perform the tasks are certain and homogenous in any assembly line. However, tasks may need to be processed by general resource requirements in real life. These general resources could be classified by usage of resources such as simple or multiple, alternative and concurrent. The problem which is related to assignment of the task to any workstation and assignment of resources needed by the task simultaneously is defined as resource-constrained assembly line balancing problems (RCALBPs). In this study, a multiobjective model with minimization of cycle time and resource usage for a given number of stations is modeled to solve the RCALBP for the first time. Alternative and general resource types for tasks and using more than two resource type requirements are also considered. A constraint programming model is developed and solved to find the optimal solutions of these problems. The proposed models are tested with sample scenarios to show the effectiveness of the model.
Author Alakaş, Hacı Mehmet
Yüzükırmızı, Mustafa
Pınarbaşı, Mehmet
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  fullname: Alakaş, Hacı Mehmet
  email: hmalagas@kku.edu.tr, hmalagas@gmail.com
  organization: Department of Industrial Engineering, Faculty of Engineering, Kırıkkale University
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  fullname: Pınarbaşı, Mehmet
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  givenname: Mustafa
  surname: Yüzükırmızı
  fullname: Yüzükırmızı, Mustafa
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Keywords Resource constraints
Assembly line balancing
Constraint programming
Type-2 problem
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Snippet The literature studies assume that resources used to be perform the tasks are certain and homogenous in any assembly line. However, tasks may need to be...
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SubjectTerms Artificial Intelligence
Assembly lines
Balancing
Computational Intelligence
Constraint modelling
Control
Cycle time
Engineering
Genetic algorithms
Heuristic
Integer programming
Mathematical Logic and Foundations
Mathematical models
Mathematical programming
Mechatronics
Methodologies and Application
Optimization
Robotics
Work stations
Workstations
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Title Constraint programming model for resource-constrained assembly line balancing problem
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