Parallel Machine Scheduling with Sequence Dependent Setup Times Using Ant Colony Optimization Heuristics in a GPU Environment PDF Download
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Author: Anjali Mishra
Publisher:
ISBN:
Category : Ant algorithms
Languages : en
Pages : 164
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Book Description
Author: Anjali Mishra
Publisher:
ISBN:
Category : Ant algorithms
Languages : en
Pages : 164
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Author: Timur Keskinturk
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
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Book Description
This study introduces the problem of minimizing average relative percentage of imbalance (ARPI) with sequence-dependent setup times in a parallel-machine environment. A mathematical model that minimizes ARPI is proposed. Some heuristics, and two metaheuristics, an ant colony optimization algorithm and a genetic algorithm are developed and tested on various random data. The proposed ant colony optimizationmethod outperforms heuristics and genetic algorithm. On the other hand, heuristics using the cumulative processing time obtain better results than heuristics using setup avoidance and a hybrid rule in assignment.
Author: Marc Gravel
Publisher: Québec : Faculté des sciences de l'administration de l'Université Laval, Direction de la recherche
ISBN:
Category :
Languages : en
Pages : 21
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Author: Karthikeyan Senniappan
Publisher:
ISBN: 9781109825909
Category :
Languages : en
Pages : 65
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Book Description
In many practical manufacturing environments, setups consume a significant amount of industrial resources. Therefore, reducing setups in a non-identical parallel machine environment will significantly enhance a company's performance level. In this thesis, the problem of minimizing total completion time with load balancing and sequence-dependent setups in a non-identical parallel machine environment was studied. A mathematical model for minimizing total completion time with a workload-balancing constraint is presented. Since this problem is an NP-hard problem, some simple heuristics and a genetic algorithm were developed for efficient scheduling of resources. Both were tested on random data.
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Author: Ameer Hassan Salem
Publisher:
ISBN:
Category :
Languages : en
Pages : 420
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Author: Wenhung Tseng
Publisher:
ISBN:
Category : Parallel processing (Electronic computers)
Languages : en
Pages : 246
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Author: Irfan M. Ovacik
Publisher:
ISBN:
Category : Discrete-time systems
Languages : en
Pages : 23
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Author: Ravinder Reddy Arepally
Publisher:
ISBN:
Category : Heuristic programming
Languages : en
Pages : 188
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Author: Bradley Everett Anderson
Publisher:
ISBN:
Category :
Languages : en
Pages : 240
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