جستجوی مقالات مرتبط با کلیدواژه
تکرار جستجوی کلیدواژه batch processing در نشریات گروه فنی و مهندسی
batch processing
در نشریات گروه صنایع
تکرار جستجوی کلیدواژه batch processing در مقالات مجلات علمی
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Journal of Optimization in Industrial Engineering, Volume:11 Issue: 24, Summer and Autumn 2018, PP 63 -76This paper considers the problem of minimizing make-span and maximum tardiness simultaneously for scheduling jobs under non-identical job sizes, dynamic job arrivals, incompatible job families,and sequence-dependentfamily setup time on the single batch- processor, where split size of jobs is allowed between batches. At first, a new Mixed Integer Linear Programming (MILP) model is proposed for this problem; then, it is solved by -constraint method.Since this problem is NP-hard, a bi-objective genetic algorithm (BOGA) is offered for real-sized problems. The efficiency of the proposed BOGA is evaluated to be comparedwith many test problemsby -constraint method based on performance measures. The results show that the proposed BOGAis found to be more efficient and faster than the -constraint method in generating Pareto fronts in most cases.Keywords: Batch Processing, Incompatible Job Family, Release Date, Split Job Size, Family Setup Time
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Journal of Quality Engineering and Production Optimization, Volume:2 Issue: 1, Winter - Spring 2017, PP 27 -46This paper considers the scheduling problem of parallel batch processing machines with non-identical job size and processing time. In this paper, a new mathematical model with ready time and batch size constraints is presented to formulate the problem mathematically, in which simultaneous reduction of the makespan and earliness-tardiness is the objective function. In recent years, the nature-inspired computational intelligent algorithms have been successfully employed to achieve the optimum design of different structures. Since the proposed model is NP-hard, a metaheuristic algorithm according to a harmony search algorithm is developed and analyzed for solving the batch processing machine scheduling problem addressed in the current paper. Various parameters and operators of the proposed harmony search algorithm are discussed and calibrated by means of the Taguchi statistical technique. In order to evaluate the proposed algorithm, instance problems in concordance with previous research are generated. The proposed algorithm and basic harmony search, improved harmony search and global best harmony search are solved and the results of all the algorithms are compared. The conclusion reveals that the proposed algorithm performs better than the other algorithms.Keywords: batch processing, harmony search Algorithm, scheduling, Taguchi design of experiments, parallel machine
نکته
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