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With the development of intelligent manufacturing and the customized product demand of customers, manufacturing enterprises are urgently required to carry out high-efficiency, high-quality, flexibility and low-cost manufacturing to enhance the ...
Yanwei Sang, Jianping Tan, Wen Liu
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Application of Machine Learning and Rule Scheduling in a Job-Shop Production Control System
As intelligent and precision manufacturing becomes the trend of industrial production, it is of practical significance to study the job-shop production control. However, the existing studies have not provided an evaluation mechanism to reasonably measure
Y. Zhao, H. Zhang
semanticscholar +1 more source
Optimizing combination of job shop scheduling and quadratic assignment problem through multi-objective decision making approach [PDF]
In this paper, we consider job shop scheduling and machine location problem, simultaneously. Processing, transportation, and setup times are defined as deterministic parameters.
Mostafa Kazemi +2 more
doaj
Flexible job shop scheduling using genetic algorithm and heuristic rules
Job shop scheduling with the availability of more than one machine to perform an operation, also known as the flexible job shop scheduling problem, is computationally NP-hard.
Parinya KAWEEGITBUNDIT, Toru EGUCHI
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With the wide application of intelligent sensors and internet of things (IoT) in the smart job shop, a large number of real-time production data is collected.
Chuang Wang +3 more
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A case study of process facility optimization using discrete event simulation and genetic algorithm [PDF]
Optimization problems such as resource allocation, job-shop scheduling, equipment utilization and process scheduling occur in a broad range of processing industries.
Burt, G.M. +4 more
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Benchmarks for fuzzy job shop problems [PDF]
This research has been supported by the Spanish Government under Grants FEDER TIN2013-46511-C2-2-P and MTM2014-55262-P.
Juan José Palacios +3 more
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The Effect of the Workload on Due Date Performance in Job Shop Scheduling
This paper provides a simulation model to study the effect of the work-in-process control on due date performance in job shop environment. The due date performance is measured by both the number of tardy jobs and the total tardiness.
Miguel Cezar Santoro +1 more
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Job shop scheduling with beam search [PDF]
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Sabuncuoglu I., Bayiz, M.
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A hybrid shifting bottleneck-tabu search heuristic for the job shop total weighted tardiness problem [PDF]
In this paper, we study the job shop scheduling problem with the objective of minimizing the total weighted tardiness. We propose a hybrid shifting bottleneck - tabu search (SB-TS) algorithm by replacing the reoptimization step in the shifting bottleneck
Bulbul, Kerem, Bülbül, Kerem
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