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Titlebook: Contemporary Complex Systems and Their Dependability; Proceedings of the T Wojciech Zamojski,Jacek Mazurkiewicz,Janusz Kacprz Conference pr

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发表于 2025-3-21 16:52:55 | 显示全部楼层 |阅读模式
书目名称Contemporary Complex Systems and Their Dependability
副标题Proceedings of the T
编辑Wojciech Zamojski,Jacek Mazurkiewicz,Janusz Kacprz
视频video
概述Presents recent research in complex systems and dependability.Features the proceedings of the Thirteenth International Conference on Dependability and Complex Systems (DepCoS-RELCOMEX), held in Brunów
丛书名称Advances in Intelligent Systems and Computing
图书封面Titlebook: Contemporary Complex Systems and Their Dependability; Proceedings of the T Wojciech Zamojski,Jacek Mazurkiewicz,Janusz Kacprz Conference pr
描述.This book presents the proceedings of the Thirteenth International Conference on Dependability and Complex Systems (DepCoS-RELCOMEX), which took place in the Brunów Palace in Poland from 2nd to 6th July 2018. The conference has been organized at the Faculty of Electronics, Wrocław University of Science and Technology since 2006, and it continues the tradition of two other events: RELCOMEX (1977–89) and Microcomputer School (1985–95)..The selection of papers in these proceedings illustrates the broad variety of topics that are investigated in dependability analyses of today’s complex systems. Dependability came naturally as a contemporary answer to new challenges in the reliability evaluation of these systems. Such systems cannot be considered only as structures (however complex and distributed) built on the basis of technical resources (hardware): their analysis must take into account a unique blend of interacting people (their needs and behaviours), networks (together with mobile properties, cloud-based systems) and a large number of users dispersed geographically and producing an unimaginable number of applications (working online). A growing number of research methods apply the
出版日期Conference proceedings 2019
关键词Dependability; Complex Systems; Reliability; Maintenance; Intelligent And Soft Computing; Transport; Netwo
版次1
doihttps://doi.org/10.1007/978-3-319-91446-6
isbn_softcover978-3-319-91445-9
isbn_ebook978-3-319-91446-6Series ISSN 2194-5357 Series E-ISSN 2194-5365
issn_series 2194-5357
copyrightSpringer International Publishing AG, part of Springer Nature 2019
The information of publication is updating

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Contemporary Complex Systems and Their Dependability978-3-319-91446-6Series ISSN 2194-5357 Series E-ISSN 2194-5365
发表于 2025-3-22 06:15:06 | 显示全部楼层
https://doi.org/10.1007/978-3-663-19785-0k analysis and machine learning to select appropriate algorithms on the instance-to-instance basis. The preliminary results show that such method can be successfully applied for sufficiently distinct instances and algorithms.
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https://doi.org/10.1007/978-3-663-19786-7es are modeled by random variables with a normal distribution. We check the influence of applying elimination criteria to the robustness of the determined solutions. Results are very promising and encourage further research.
发表于 2025-3-22 12:58:50 | 显示全部楼层
,Wasserstoffbrücken zum Azomethinstickstoff,g neural networks to predict travel time based on real data is recalled, the next step of our research is presented, which utilizes urban traffic simulations in SUMO simulator as training data generator for training neural networks.
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Local Optima Networks in Solving Algorithm Selection Problem for TSP,k analysis and machine learning to select appropriate algorithms on the instance-to-instance basis. The preliminary results show that such method can be successfully applied for sufficiently distinct instances and algorithms.
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Estimation of Travel Time in the City Using Neural Networks Trained with Simulated Urban Traffic Dag neural networks to predict travel time based on real data is recalled, the next step of our research is presented, which utilizes urban traffic simulations in SUMO simulator as training data generator for training neural networks.
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