Scheduling optimization based on particle swarm optimization algorithm in emergency management of long-distance natural gas pipelines. [PDF]
PLoS ONEThis paper aims to solve the scheduling optimization problem in the emergency management of long-distance natural gas pipelines, with the goal of minimizing the total scheduling time.
Huichao Guo, Runhua Huang, Shuqin Cheng
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Application of artificial intelligence based on state grid ESG platform in clean energy scheduling optimization [PDF]
Scientific ReportsThe randomness and volatility of existing clean energy sources have increased the complexity of grid scheduling. To address this issue, this work proposes an artificial intelligence (AI) empowered method based on the Environmental, Social, and Governance
Tianyi Zhu +5 more
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Research on hybrid reservoir scheduling optimization based on improved walrus optimization algorithm with coupling adaptive ε constraint and multi-strategy optimization [PDF]
Scientific ReportsReservoir flood control scheduling is a challenging optimization task, particularly due to the complexity of various constraints. This paper proposes an innovative algorithm design approach to address this challenge.
Ji He +4 more
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Survey of Multi-cloud Workflow Scheduling [PDF]
Jisuanji kexue, 2022 Traditional cloud providers provide services solely for users,which has problems of insufficient local cloud resources and high expansion costs.While the emerging multi-cloud combines services of cloud providers with different geographical locations ...
YU Hao-wen, LIU Bo, ZHOU Na-qin, LIN Wei-wei, LIU Peng
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Stacker Scheduling and Repository Location Recommendation Based on Multi-Task Reinforcement Learning [PDF]
Jisuanji gongcheng, 2023 Stacker scheduling is an essential task in warehousing automation.Inbound-outbound efficiency and storage situations affect overall efficiency.When handling large-scale problems, traditional scheduling methods cannot achieve performance because ...
RAO Dongning, LUO Nanyue
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Self-balanced Scheduling Strategy for Container Cluster Based on Improved DQN Algorithm [PDF]
Jisuanji kexue, 2023 The resource scheduling strategy of container cloud system plays an important role in resource utilization and cluster performance.The existing container cluster scheduling does not fully take into account the resource occupancy within and between nodes ...
XIE Yongsheng, HUANG Xiangheng, CHEN Ningjiang
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Application of Chaotic Cat Swarm Optimization in Cloud Computing Multi Objective Task Scheduling
IEEE Access, 2023 In cloud computing multi-task scheduling, a large number of tasks require the system to have excellent task scheduling capabilities to ensure stable and efficient operation of the system. However, the integration and scheduling of multi-task resources in
Haiyu Zhang, Runliang Jia
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Linear Project-Scheduling Optimization Considering a Reverse Construction Scenario
Applied Sciences, 2023 The linear scheduling method (LSM) for optimization in linear projects has been the focus of numerous academic studies over the years. However, research on incorporating reverse construction activities and other practical scenarios, such as flexible ...
Ze Yu +4 more
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Sensors, 2021 Wireless sensor networks are appealing, largely because they do not need wired infrastructure, but it is precisely this feature that renders them energy-constrained.
Liangshun Wu, Hengjin Cai
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Optimal outpatient appointment scheduling [PDF]
Health Care Management Science, 2007 In this paper optimal outpatient appointment scheduling is studied. A local search procedure is derived that converges to the optimal schedule with a weighted average of expected waiting times of patients, idle time of the doctor and tardiness (lateness) as objective. No-shows are allowed to happen. For certain combinations of parameters the well-known
Kaandorp, G., Koole, G.M.
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