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THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM最新文献

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Representation of a convolutional neuronal network as a high level paralel composition applied to the recognition of DNA sequences 将卷积神经网络表示为应用于DNA序列识别的高级并行组合
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 2019-09-01 DOI: 10.46354/i3m.2019.emss.001
M. Rossainz-López, S. Zúñiga-Herrera
{"title":"Representation of a convolutional neuronal network as a high level paralel composition applied to the recognition of DNA sequences","authors":"M. Rossainz-López, S. Zúñiga-Herrera","doi":"10.46354/i3m.2019.emss.001","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.001","url":null,"abstract":"This work proposes the use of Structured Parallel Programming using the process communication pattern called Pipeline in its version of High-Level Parallel Composition (HLPC) to implement a process composition that represents a convolutional neuronal network or CNN and that is used to solve a specific problem of DNA sequences. The HLPC Pipeline-CNN is then shown, which represents the implementation of a convolutional neural network making use of the three types of parallel objects that make up an HLPC: A manager object, one or more stage objects and a collector object. The manager object represents the HLPC itself and makes an encapsulated abstraction out of it that hides the internal structure, the stage objects are objects of a specific purpose, in charge of encapsulating an client-server type interface that settles down between the manager and the slave-objects and the collector object that is an object in charge of storing the results received from the stage objects to which is connected. To show the usefulness and performance of the HLPC Pipeline-CNN implemented, it was used in the recognition of DNA sequences from a database with 4 types of hepatitis C virus (type 1, 2, 3 and 6). The results of this classification were obtained in terms of percentages of training precision and validation precision, as well as performance results in terms of speedup from 1000 to 4000 training steps with 2, 4, 8, 16 and 32 exclusive processors in one parallel machine of up to 64 processors with shared-distributed memory.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124476769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigating the influence of fixed assignment of platform tracks to trains on the resulting station capacity using simulation 采用仿真的方法研究了站台轨道对列车的固定分配对车站容量的影响
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.025
M. Bažant, J. Bulíček, P. Veselý
{"title":"Investigating the influence of fixed assignment of platform tracks to trains on the resulting station capacity using simulation","authors":"M. Bažant, J. Bulíček, P. Veselý","doi":"10.46354/i3m.2019.emss.025","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.025","url":null,"abstract":"The paper focuses on the simulation assessment of the operation of a railway station with mixed passenger and freight traffic whereas various options how to assign tracks for considered trains are presented with assessed results. As a base variant of tracks assignments is considered variable tracks assignment that is applied nowadays in the Czech Republic. There are also presented variant with mixed approach – subset of trains is organized with variable tracks assignments, but another subset of trains is organized with fixed assignments and results of various scenarios are presented.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115055626","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Machine Learning to support Industrial Digitalization and Business Transformation 机器学习支持工业数字化和业务转型
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.055
A. Bruzzone, M. Massei, K. Sinelshchikov, Giuliano Fabbrini, Marco Gotelli, Alberto Molinari
{"title":"Machine Learning to support Industrial Digitalization and Business Transformation","authors":"A. Bruzzone, M. Massei, K. Sinelshchikov, Giuliano Fabbrini, Marco Gotelli, Alberto Molinari","doi":"10.46354/i3m.2019.emss.055","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.055","url":null,"abstract":"This paper addresses use of Artificial Intelligence (AI) and in particular Intelligent Agents (IA) in order to evaluate efficiency of information exchange and awareness in Small and Medium Enterprise (SME), with particular attention to digital transformation. To perform required experimentation, the authors have developed a Serious Game (SG) named JANUS, in which the player interacts with intelligent agents representing a virtual company and its actions aim to acquire as much as possible data about the organization.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122432078","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Simulation of baggage delivery management for an increase in demand in a Mexican airport 墨西哥机场需求增加的行李交付管理模拟
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.039
K.E. Brambila, A. G. Wellens, S.K. Pérez Juárez
{"title":"Simulation of baggage delivery management for an increase in demand in a Mexican airport","authors":"K.E. Brambila, A. G. Wellens, S.K. Pérez Juárez","doi":"10.46354/i3m.2019.emss.039","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.039","url":null,"abstract":"","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129302707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative computer-aided design of millimeter-wave-to-optical converters for fifth-generation communication network 第五代通信网络毫米波光转换器的计算机辅助比较设计
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.052
M. Belkin, T. Bakhvalova, A. S. Sigov
{"title":"Comparative computer-aided design of millimeter-wave-to-optical converters for fifth-generation communication network","authors":"M. Belkin, T. Bakhvalova, A. S. Sigov","doi":"10.46354/i3m.2019.emss.052","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.052","url":null,"abstract":"","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134287363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Combining simulation and optimization models on a production line problem: A case study 结合生产线问题的仿真和优化模型:一个案例研究
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.026
António A. C. Vieira, E. Guilherme, J.A. Oliveira, L. Dias, G. Pereira
{"title":"Combining simulation and optimization models on a production line problem: A case study","authors":"António A. C. Vieira, E. Guilherme, J.A. Oliveira, L. Dias, G. Pereira","doi":"10.46354/i3m.2019.emss.026","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.026","url":null,"abstract":"To improve the performance of a production line of a company of the Bosch Group, an optimization model was developed, which produces the optimum allocation of tasks to workstations and workers, according to a set of constraints. These results can thereafter be used in the simulation model, to estimate performance indicators, which would be difficult to estimate with other approaches, namely: waiting times, times spent with displacements and utilization rates. Thus, the purpose of this paper is twofold. First, it describes the combined use of the optimization and the simulation models. Thereafter, it presents the results obtained for 2 scenarios: one without displacements and another with displacements. The former was used to compare the simulation and the optimization models, whilst the later was used to assess the impact of displacements in the production line. By analyzing the results, it was possible to verify that the displacements increased the total time required to produce the devices in more than 10%. Furthermore, it was shown that the displacements caused considerable changes in the remaining performance indicators, indicating the relevance of considering them. This work also brings insights to the Industry 4.0 by proposing an approach to virtualize a production line system, providing the benefits of the 3D visualization of the simulation tool used in this research.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"275 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122764963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Complex network analysis: Mexico's City metro system 复杂网络分析:墨西哥城市地铁系统
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.022
Olivia Sashiko Shirai, I. F. D. L. Mota
{"title":"Complex network analysis: Mexico's City metro system","authors":"Olivia Sashiko Shirai, I. F. D. L. Mota","doi":"10.46354/i3m.2019.emss.022","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.022","url":null,"abstract":"The metro system from Mexico City has previously been analyzed, but only by parts, specific case studies to some stations (transfer, transit or terminals) or metro lines (individually) and not to the entire system as such. This study is important since it will give us information about the system that is not yet known, it will help us to correctly identify risks to minimize them, as well as delays in the lines, make improvements to the system, have an adequate planning, establish different policies to improve and satisfy the system needs. Tools such as simulation will be used to create scenarios and search for alternatives for improvement in the system, as well as, where appropriate, other tools such as optimization will be used. This paper uses different techniques such as","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128386317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Households income-expenses network simulation 家庭收入-支出网络模拟
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.030
J. Lara de Paz, I. Flores de la Mota, G. Policroniades Chípuli, O. S. Shirai Reyna
{"title":"Households income-expenses network simulation","authors":"J. Lara de Paz, I. Flores de la Mota, G. Policroniades Chípuli, O. S. Shirai Reyna","doi":"10.46354/i3m.2019.emss.030","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.030","url":null,"abstract":"","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130850359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling for component relations in robotic disassembly 机器人拆卸中部件关系建模
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.036
X. Li, Y. Laili, L. Zhang, L. Ren
{"title":"Modeling for component relations in robotic disassembly","authors":"X. Li, Y. Laili, L. Zhang, L. Ren","doi":"10.46354/i3m.2019.emss.036","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.036","url":null,"abstract":"Robotic disassembly is a critical technology to achieve automatic disassembly in remanufacturing. However, industrial robots cannot recognize component relations of specific products with various unpredictable states. Therefore, a model for component relations is of great necessity for disassembly optimization problems like Disassembly Sequence Planning (DSP) and Disassembly Line Balancing Problems (DLBP). This paper first introduces the most commonly used models of component relations in three categories. The characteristics of different models are analyzed and compared from the aspects of transformational relations and applications. Finally, suggestions are given as a reference for choosing a suitable component relation model.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122378868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Utilization of computer simulation for solution of food-control resevoir protection function 利用计算机模拟求解食品控制库保护功能
THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM Pub Date : 1900-01-01 DOI: 10.46354/i3m.2019.emss.050
J. Fikejz, L. Roušar, T. Zachoval
{"title":"Utilization of computer simulation for solution of food-control resevoir protection function","authors":"J. Fikejz, L. Roušar, T. Zachoval","doi":"10.46354/i3m.2019.emss.050","DOIUrl":"https://doi.org/10.46354/i3m.2019.emss.050","url":null,"abstract":"This article deals with the use of a computer simulation to solve the protective function of a flood-control reservoir as a support tool for flood wave transformation. Attention is primarily focused on the design and implementation of a simulation tool enabling to implement selected mathematical approach for numerical solution of the balance equation of inflow, outflow and retention of water in the reservoir. The designed software tool is then used for the selected experiment of transformation of theoretical flood wave by flood-control reservoir.","PeriodicalId":253381,"journal":{"name":"THE EUROPEAN MODELING AND SIMULATION SYMPOSIUM","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121172085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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