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Dynamic job-shop scheduling using reinforcement learning agents
Robotics and Autonomous Systems, 2000 Static and dynamic scheduling methods have attracted a lot of attention in recent years. Among these, dynamic scheduling techniques handle scheduling problems where the scheduler does not possess detailed information about the jobs, which may arrive at ...
Ercan Oztemel
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Transportation Science, 2009
Demand stochasticity is a major challenge for the airlines in their quest to produce profit maximizing schedules. Even with an optimized schedule, many flights on departure have empty seats while others suffer a lack of seats to accommodate passengers who desire to travel.
Hai Jiang 0002, Cynthia Barnhart
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Demand stochasticity is a major challenge for the airlines in their quest to produce profit maximizing schedules. Even with an optimized schedule, many flights on departure have empty seats while others suffer a lack of seats to accommodate passengers who desire to travel.
Hai Jiang 0002, Cynthia Barnhart
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Dynamics in scheduled networks
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2009When studying real or virtual systems through complex networks theories, usually time restrictions are neglected, and a static structure is defined to characterize which node is connected to which other. However, this approach is oversimplified, as real networks are indeed dynamically modified by external mechanisms. In order to bridge the gap, in this
Massimiliano, Zanin +2 more
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Dynamic Scheduling on Heterogeneous Multicores
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019Heterogeneous multicore systems can help adherence to design goals by providing a diverse set of hardware components to meet application requirements. Each core may also have tunable hardware that can reconfigured for different applications. However, scheduling becomes difficult in the presence of tunable hardware due to the additional constraint that ...
Ruben Vazquez +3 more
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Dynamic Journeying in Scheduled Networks
IEEE Transactions on Intelligent Transportation Systems, 2013We study a dynamic-journey planning problem for multimodal transportation networks. The goal is to find a journey, possibly involving transfers between different transport modes, from a given origin to a given destination within a specified time horizon.
Hakula, Harri, Hame, Lauri
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1999
In parallel and distributed computing scheduling low level tasks on the available hardware is a fundamental problem. Traditionally, one has assumed that the set of tasks to be executed is known beforehand. Then the scheduling constraints are given by a precedence graph. Nodes represent the elementary tasks and edges the dependencies among tasks.
Andreas Jakoby +2 more
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In parallel and distributed computing scheduling low level tasks on the available hardware is a fundamental problem. Traditionally, one has assumed that the set of tasks to be executed is known beforehand. Then the scheduling constraints are given by a precedence graph. Nodes represent the elementary tasks and edges the dependencies among tasks.
Andreas Jakoby +2 more
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23rd IEEE Real-Time Systems Symposium, 2002. RTSS 2002., 2003
We present an approach to computing cyclic schedules online and in real time, while attempting to maximize a quality-of-service metric. The motivation is the detection of RF emitters using a schedule that controls the scanning of disjoint frequency bands.
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We present an approach to computing cyclic schedules online and in real time, while attempting to maximize a quality-of-service metric. The motivation is the detection of RF emitters using a schedule that controls the scanning of disjoint frequency bands.
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The dynamics of software project scheduling
Communications of the ACM, 1983Software project scheduling is one of the major problem areas faced by software project managers today. While several quantitative software project resource and schedule estimation methods have been developed, such techniques raise some important, but as yet unresolved, dynamic issues.
Tarek K. Abdel-Hamid, Stuart E. Madnick
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Dynamic scheduling with incomplete information
Proceedings of the tenth annual ACM symposium on Parallel algorithms and architectures - SPAA '98, 1998We consider the following scheduling problem: Our goal is to execute a given amount of arbitrarily decomposable work on a distributed machine as quickly as possible. The work is maintained by a central scheduler that can assign chunks of work of an arbitrary size to idle processors. The difficulty is that the processing time required for a chunk is not
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Dynamic Interday and Intraday Scheduling
Operations ResearchAdaptive Patient Flow Management Appointment scheduling has significant clinical, operational, and economical impact on healthcare systems. An informed scheduling strategy that can effectively match patient demand and service capacity dynamically is vital for the business of medical providers, quality of care, and patient satisfaction.
Christos Zacharias +2 more
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