发布求助
文献互助 智能选刊 最新文献

2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation最新文献

筛选
英文 中文
System Identification of Flexible Beam Structure Using Artificial Neural Network 柔性梁结构的人工神经网络辨识
2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation Pub Date : 2013-09-24 DOI: 10.1109/CIMSIM.2013.9
N. A. Jalil, I. Z. Mat Darus
{"title":"System Identification of Flexible Beam Structure Using Artificial Neural Network","authors":"N. A. Jalil, I. Z. Mat Darus","doi":"10.1109/CIMSIM.2013.9","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.9","url":null,"abstract":"This paper presents the development of a nonparametric model that represents the dynamic behaviour of a flexible beam system utilizing several artificial neuralnetwork algorithms. Input-output data used in this study isobtained from Finite Difference algorithm's simulation. Thealgorithm is validated through comparison of its natural frequencies of vibration with the theoretical values. For system identification, non-parametric approach namely ArtificialNeural Network (ANN) is utilized in this study. First is by using Multilayer Perceptron (MLP) and the second method isby using Radial Basis Function (RBF). Several validation testswere carried out to measure the performance of developed model for each technique. Results indicated a superiority for both techniques in modelling a flexible beam structure.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131131805","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: 5
An Evaluation of the Circles Information Visualization Tool for Presenting Bayesian Network Output 用于呈现贝叶斯网络输出的圆形信息可视化工具的评价
2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation Pub Date : 2013-09-24 DOI: 10.1109/CIMSIM.2013.22
Jegar Pitchforth
{"title":"An Evaluation of the Circles Information Visualization Tool for Presenting Bayesian Network Output","authors":"Jegar Pitchforth","doi":"10.1109/CIMSIM.2013.22","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.22","url":null,"abstract":"Bayesian Networks are complex systems models that present rich output that can be difficult to communicate to users. In this paper a novel information visualization tool is evaluated for performance on accuracy, efficiency and user comprehension criteria. The visualization is tested across a range of user tasks, including identifying important information, inferring relationships between factors and comparing model outputs. While the interpretation of model output is less accurate for the visualization tool in question, this is balanced by significant gains in efficiency and user comprehension. It is suggested that the visualization is appropriate in contexts such as operational management where users refer to the tool often for support in making uncertain decisions, and can best be defined as a casual visualization to complement existing decision making activities on a daily basis.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134226863","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 Error Characteristics of Grey Model GM(1,1) under Translation Transformation 灰色模型GM(1,1)平移变换下的仿真误差特性
2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation Pub Date : 2013-09-24 DOI: 10.1109/CIMSIM.2013.30
Yong Wang, Qinbao Song, Bo Zeng, J. Liu
{"title":"Simulation Error Characteristics of Grey Model GM(1,1) under Translation Transformation","authors":"Yong Wang, Qinbao Song, Bo Zeng, J. Liu","doi":"10.1109/CIMSIM.2013.30","DOIUrl":"https://doi.org/10.1109/CIMSIM.2013.30","url":null,"abstract":"To reveal the change law of the simulation error of grey model GM(1,1) with translation transformation applying on the original sequence, in this paper, the experiments based on 55 real world data sequences have been conducted to study how the translation transformation influences the grey models' error characteristics. The results show that a larger translation transformation can make the total error between the model sequence and the original sequence toward zero, and the model precision remains independent. The conclusion implies that we can use translation transformation to change the original sequence data level to simplify the model building without changing the model precision.","PeriodicalId":249355,"journal":{"name":"2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127325971","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
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信