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Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning [PDF]
International Journal of Production Research, 2021 We propose a framework to learn to schedule a job-shop problem (JSSP) using a graph neural network (GNN) and reinforcement learning (RL). We formulate the scheduling process of JSSP as a sequential decision-making problem with graph representation of the
Junyoung Park +4 more
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Frontiers in Oncology, 2022 Pancreatic ductal adenocarcinoma (PDAC) is among the most lethal cancers, with a 5-year relative survival rate of 5%. The desmoplastic stroma found in the tumor microenvironment of PDAC is suggested to be partly responsible for the resistance to most ...
Hélène Kaplon
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Research on throughput prediction of 5G network based on LSTM
Intelligent and Converged Networks, 2022 This paper proposes a wireless network traffic prediction model based on long-term and short-term memory cyclic neural networks. Through simulation experiments, the throughput prediction of 5G wireless networks using different scheduling algorithms for ...
Lanlan Li, Tao Ye
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Planning of construction projects taking into account the design risk [PDF]
Archives of Civil Engineering, 2023 Complex construction projects require appropriate planning that allows for time and cost optimization, maximization of the use of available resources and appropriate investment control.
Paulina Kostrzewa-Demczuk +1 more
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Analysis of procedures for heating, ventilation and air conditioning for transfer to low-temperature heat supply [PDF]
Stroitel’stvo: Nauka i Obrazovanie, 2019 Introduction. Renovation of housing stock supposes construction of new buildings, where the main utilities consuming heat energy will be heating and hot water supply (HWS) systems.
Stanislav V. Chicherin
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EVALUATION OF THE TRANSITION TO THE ORGANIZATION OF FREIGHT TRAINS TRAFFIC BY THE SCHEDULE [PDF]
Transport Problems, 2016 The paper considers the issues of bulk conveyance organization between industrial enterprises on schedule. Currently the movement of the main part of freight trains is performed on preparedness and occupation processes of separate schedule train paths by
Dmitriy KOZACHENKO +5 more
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ICTACT Journal on Management Studies, 2022 The organizational and administrative document created in the company, its official and numerical strength are all fixed. Personnel schedule as a type of document is a list of positions in an organization indicating their number and salaries. Its purpose
Krishna Bikram Shah
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Monitoring of Time and Cost Variances of Schedule Using Simple Earned Value Method Indicators
Applied Sciences, 2021 The Planning and implementation of construction projects are difficult processes and are burdened with many risk elements. The budget spread over time, which is developed on the basis of the schedule, presents the expected distribution of costs ...
Daniel Przywara, Adam Rak
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Design of An Agricultural Extension Schedule Management System
Inspiration, 2023 Based on the strategic plan of the Ministry of Agriculture for 2015-2019, development in the agricultural sector will refer to the Agriculture for Development Paradigm which positions the agricultural sector as a driver of balanced and comprehensive ...
Teguh Soedarto +2 more
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Project Management is a tool of functional areas and a systematic procedure to implement a weeding event: A case study [PDF]
SocioEconomic Challenges, 2023 This paper summarizes the arguments and counterarguments within the scientific discussion on the issue of a chronological step which leads to the phase or status change in the project management.
Gazi Farok
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