Active schedules and a new hybrid genetic algorithm for the job shop scheduling problem
Active schedules and a new genetic algorithm for solving job shop scheduling problein are presented in this paper. In the proposed method, a chromosome representation of the problem is natural numbers, the GT algorithm is used to generate a set of active solutions, the mutation is implemented on th...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
H. : ĐHQGHN
2017
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| Subjects: | |
| Online Access: | http://repository.vnu.edu.vn/handle/VNU_123/56657 |
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| Institution: | Vietnam National University, Hanoi |
| Language: | English |
| Summary: | Active schedules and a new genetic algorithm for solving job shop scheduling problein are presented in this paper. In the proposed method, a chromosome representation of the problem is natural numbers, the GT algorithm is used to generate a set of active solutions, the mutation is
implemented on the all machines concurrently. Especially, we propose a new crossover operator that combines the unifurm crossover operator with GT algoithm and is implemented on 3 parents.
The approach was tested on a set of benchmark programs and compared with other approaches.The computation results validated the effectiveness of the proposed algorithm. |
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