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Hyper-heuristic Evolution of Dispatching Rules: A Comparison of Rule Representations
Evolutionary Computation, 2015Dispatching rules are frequently used for real-time, online scheduling in complex manufacturing systems. Design of such rules is usually done by experts in a time consuming trial-and-error process. Recently, evolutionary algorithms have been proposed to automate the design process.
Jürgen, Branke +2 more
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Dispatching rule exchangeable optimization planning system
Proceedings of IEEE 2nd International Workshop on Emerging Technologies and Factory Automation (ETFA '93), 2002A new method for selection of dispatching rules, called a status selection method is discussed. In this method, the most promising status is selected from tentative statuses that are generated by applying all dispatching rules. Since the dispatching rules and the knowledge of status selection are independent, it is easy to exchange the dispatching ...
Y. Ikkai, T. Ohkawa, N. Komoda
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A Dispatching Rule for Efficient Workflow
Concurrent Engineering, 2004A workflow management system is a software system to support accurate execution, control and management of business processes. It has been known that the system executes complex processes automatically and manages them effectively to improve the productivities.
Seung-Hyun Rhee, Hyerim Bae, Yeongho Kim
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Efficient jobshop dispatching rules: Further developments
Production Planning & Control, 2000Many dispatching rules for scheduling in dynamic jobshops have been proposed over many years. The research issues in jobshop scheduling seem to be still open in the sense that no single rule has been found to be the best under all shopfloor conditions even with respect to one single measure of performance.
Oliver Holthaus +1 more
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Remeasurement Dispatching Rule for Semiconductor EDS Process
2021Recently, the Fourth Industrial Revolution has rapidly accelerated with the development of IT technology. Demand for state-of-the-art semiconductors sharply increased due to these market changes, and improvement of production capacity is particularly important to gain a competitive advantage.
Jeongil Ahn, Taeho Ahn
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Characterization of automatic guided vehicle dispatching rules
International Journal of Production Research, 1984SUMMARY Hardware failures notwithstanding, the ability of an automated system operating according to promised potential is dependent upon the operational control measures in force. In this paper, some heuristic rules for dispatching Automatic Guided Vehicles (AGVs) in a job shop environment are presented.
PIUS J. EGBELU, JOSE M. A. TANCHOCO
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Switching Dispatching Rules with Gaussian Processes
2012Decentralized scheduling with dispatching rules is applied in many fields of production and logistics, especially in highly complex manufacturing systems, e.g. semiconductor manufacturing. Nevertheless, no dispatching rule outperforms other rules across various objectives, scenarios and system conditions.
Jens Heger +2 more
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Robust scaling parameters for composite dispatching rules
IIE Transactions, 2010The successful implementation of composite dispatching rules depends on the values of their scaling parameters. A unified four-phase method to determine robust scaling parameters for composite dispatching rules is proposed, with the goal of achieving reasonably good scheduling performance with the least computational effort in implementation.
Jenny Yan Chen +4 more
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Data envelopment analysis for dispatching rule selection
Production Planning & Control, 1999Scheduling techniques and dispatching rules are widely studied because of their strategic role in achieving optimal management of manufacturing systems. In the case of flexible manufacturing, it is essential to evaluate the effects of different dispatching rules to foresee the overall system performance.
BRAGLIA, MARCELLO, PETRONI A.
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Creating dispatching rules by simple ensemble combination
Journal of Heuristics, 2019Dispatching rules are often the method of choice for solving scheduling problems since they are fast, simple, and adaptive approaches. In recent years genetic programming has increasingly been used to automatically create dispatching rules for various scheduling problems.
Đurasević, Marko, Jakobović, Domagoj
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