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2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration最新文献

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Decomposing a Multiobjective Optimization Problem into a Number of Reduced-Dimension Multiobjective Subproblems Using Tomographic Scanning 利用层析扫描将多目标优化问题分解为若干降维多目标子问题
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.104
Zhun Fan, Kaiwen Hu, Haibin Yin, Wenji Li, Huibiao Lin
{"title":"Decomposing a Multiobjective Optimization Problem into a Number of Reduced-Dimension Multiobjective Subproblems Using Tomographic Scanning","authors":"Zhun Fan, Kaiwen Hu, Haibin Yin, Wenji Li, Huibiao Lin","doi":"10.1109/ICIICII.2015.104","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.104","url":null,"abstract":"In this paper, we design a novel method to handle multi-and many-objective optimization problem. The proposed method adopts the idea of tomographic scanning in medical imaging to decompose the objective space into a combination of many tomographic maps to reduce the dimension of objectives incrementally. Moreover, subpopulations belonging to different tomographic maps can help each other in evolving the optimal results. We compared the performance of the proposed algorithm with some classical algorithms such as NSGA-II and MOEA/DTCH and their state-of-the-art variants including MOEA/DDE, NSGA-III and MOEA/D-PBI. The experimental results demonstrate that the proposed method significantly outperforms MOEA/D-TCH, MOEA/D-DE and NSGA-II, and is very competitive with MOEA/D-PBI and NSGA-III in terms of convergence speed.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"414 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115236889","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: 2
Evaluation Process Model of the Software Product Quality Levels 软件产品质量等级评价过程模型
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.101
Sun-Jan Huang, Wen-Chuan Chen, Ping-Yao Chiu
{"title":"Evaluation Process Model of the Software Product Quality Levels","authors":"Sun-Jan Huang, Wen-Chuan Chen, Ping-Yao Chiu","doi":"10.1109/ICIICII.2015.101","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.101","url":null,"abstract":"Nowadays, software industry is still facing many problems in controlling and evaluating software product quality. One of the primary reasons for this is that except for the lack of an objective software product quality assessment model, software organizations do not have a well-defined mechanism for measuring the quality attributes and further evaluating the level of software product quality. This paper proposes a process model for evaluating the level of software product quality, which is based on the International Standard ISO/IEC 14598 - Software Product Evaluation. The proposed process model can generate a tailored software product quality evaluation model based on the types of information systems. Accordingly, the required software measures are collected and further analyzed for providing feedback to improve the software product quality. It can help software development organizations establish their own evaluation models of the software product quality level and thus serve as an agreement of the requirement of software product quality.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125148308","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
Control Strategy of Mitigating the Low-Frequency Ripple Current of Single-Phase Rectifier 减轻单相整流器低频纹波电流的控制策略
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.143
G. Zhu, C. Ming, Biao Liang, Wei Chen, Tingting Wang
{"title":"Control Strategy of Mitigating the Low-Frequency Ripple Current of Single-Phase Rectifier","authors":"G. Zhu, C. Ming, Biao Liang, Wei Chen, Tingting Wang","doi":"10.1109/ICIICII.2015.143","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.143","url":null,"abstract":"There is the second harmonic current at the output DC side of the single-phase rectifier for the instantaneous input power pulsation at twice the AC frequency. This second harmonic current will be detrimental to its output utilities without a large capacitor at the DC-link. In this paper, the advantages and disadvantages were analyzed through the comparisons of two waveform control algorithms of voltage control mode and current control mode and an optimized waveform control method of voltage control mode is proposed. Unity power factor can be realized at the AC side and the low-frequency current ripple can be restrained at the DC side with the proposed control method. Meanwhile, the proposed control algorithm takes a low circulation energy inside the rectifier without any other undesired harmonics. The effectiveness of the proposed control algorithm was verified from theoretical analysis and simulation results. This algorithm would be appropriate to the power conversion applications without electrolytic capacitor system.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129409996","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
A MapReduce Optimization Method on Hadoop Cluster 基于Hadoop集群的MapReduce优化方法
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.92
Xiaodong Wu
{"title":"A MapReduce Optimization Method on Hadoop Cluster","authors":"Xiaodong Wu","doi":"10.1109/ICIICII.2015.92","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.92","url":null,"abstract":"The MapReduce parallel and distributed computing framework has been widely applied in both academia and industry. MapReduce applications are divided into two steps: Map and Reduce. Then, the input data is divided into splits, which can be concurrently processed, and the amount of the splits determines the number of map tasks. In this paper, we present a regression-based method to compute the number of Map tasks as well as Reduce tasks such that the performance of the MapReduce application can be improved. The regression analysis is used to predict the executing time of MapReduce applications. Experimental results show that the proposed optimization method can effectively reduce the execution time of the applications.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116409563","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: 8
Fisheye Lens Distortion Correction Based on an Ellipsoidal Function Model 基于椭球函数模型的鱼眼镜头畸变校正
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.136
Bo Zhang, Jing Wang, Jianke Li, Xiao-yan Wang
{"title":"Fisheye Lens Distortion Correction Based on an Ellipsoidal Function Model","authors":"Bo Zhang, Jing Wang, Jianke Li, Xiao-yan Wang","doi":"10.1109/ICIICII.2015.136","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.136","url":null,"abstract":"With the purpose of correcting the severe distortion in fisheye images captured by fisheye lens, an ellipsoid function model for fisheye lens correction is proposed. Firstly, an ellipsoidal function model need to be built. Secondly, based on this model, make preliminary correction to the fisheye images. Finally, adjust the parameters in the ellipsoidal function model to apply amendment to the images for better corrected results. Experiments with real circular fisheye images and elliptic fisheye images show that the correction model is feasible and effective.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129630557","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 Online/Offline HIBS Scheme for Privacy Protection of People-centric Sensing 以人为本的传感私隐保护的线上/线下HIBS计划
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.115
Peixin Chen, Xiaofeng Wang, Jinshu Su
{"title":"An Online/Offline HIBS Scheme for Privacy Protection of People-centric Sensing","authors":"Peixin Chen, Xiaofeng Wang, Jinshu Su","doi":"10.1109/ICIICII.2015.115","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.115","url":null,"abstract":"People-Centric Sensing (PCS), which collects information closely related to human activity and interactions in societies, is stepping into a flourishing time. Along with its great benefits, PCS poses new security challenges such as data integrity, participant privacy. Hierarchical Identity-Based Signature (HIBS) scheme can efficiently provide high integrity messaging, secure communication and privacy protection to PCS. However, the low computation efficiency primarily hinders the PCS adoption of HIBS scheme. In this paper, we propose an online/offline HIBS (HIBOOS) scheme for securing PCS. By splitting the signing phase into online and offline procedures, our scheme achieves high signing efficiency.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126954816","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: 2
Chaos Synchronization Analysis on Permanent Magnet Synchronous Motor 永磁同步电机混沌同步分析
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.141
Hui Hou, Hao Fan, Shenpei Zhou, G. Zhu, Wei Chen
{"title":"Chaos Synchronization Analysis on Permanent Magnet Synchronous Motor","authors":"Hui Hou, Hao Fan, Shenpei Zhou, G. Zhu, Wei Chen","doi":"10.1109/ICIICII.2015.141","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.141","url":null,"abstract":"This paper deals with different chaos synchronization control of Permanent Magnet Synchronous Motor (PMSM). Based on the theory of finite-time stability theory, a novel controller is designed to control the PMSM. In addition, another kind of controller for the PMSM with uncertain parameters is designed to achieve global asymptotic synchronization goal -- based on Lyapunov stability theory. A MATLAB simulation is performed to verify the effectiveness of the design scheme of the controller.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"264 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116063624","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
Research on the Professional Core Courses, Influence on Professional Ability: Taking the Major of Information Management and Information System in Wuhan University of Technology as an Example 专业核心课程对专业能力的影响研究——以武汉理工大学信息管理与信息系统专业为例
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.151
Zhang Bin, Ji Changbin, Wang Hu, Zhu Jie
{"title":"Research on the Professional Core Courses, Influence on Professional Ability: Taking the Major of Information Management and Information System in Wuhan University of Technology as an Example","authors":"Zhang Bin, Ji Changbin, Wang Hu, Zhu Jie","doi":"10.1109/ICIICII.2015.151","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.151","url":null,"abstract":"With the rapid development of information technology, social demands for talents of information also changes continuously, so majors must adjust curriculum system constantly. The cross-discipline of information management provides conditions for applying the structural equation model to analyze the core courses' influence on professional ability. This paper takes Grade 2011 and 2012 students majoring in information management in Wuhan University of Technology as an example, and constructs the structural equation model to research three different types of professional core courses' influence on the students' professional ability, and provides reference and suggestions for schools. The results show that mastering system design course can improve professional ability effectively, but only mastering programming courses cannot improve professional ability significantly. So professional ability must be improved through the way of cultivating practical ability by effective assessment on the computer.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122659995","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
An Improved Ideal Point Setting in Multiobjective Evolutionary Algorithm Based on Decomposition 一种改进的基于分解的多目标进化算法理想点设置
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.103
Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Kaiwen Hu, Haibin Yin
{"title":"An Improved Ideal Point Setting in Multiobjective Evolutionary Algorithm Based on Decomposition","authors":"Zhun Fan, Wenji Li, Xinye Cai, Hui Li, Kaiwen Hu, Haibin Yin","doi":"10.1109/ICIICII.2015.103","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.103","url":null,"abstract":"In this paper, we propose an improved ideal point setting method in the framework of MOEA/D. MOEA/D decomposes a multi-objective optimisation problem into a number of scalar optimisation problems and optimise them simultaneously. The performance of MOEA/D is highly relate to its decomposition method, and the proposed ideal point setting approach is used in the weighted Tchebycheff (TCH) and penalty-based boundary intersection (PBI) decomposition approach. It expands the region of search in the objective space by transforming the original ideal point into its symmetric point and changes the search direction of each subproblems in MOEA/D. In order to address the proposed ideal point setting method, we design a set of multi-objective problems(MOPs). The proposed method is compared with original MOEA/D-TCH and MOEA/D-PBI on MOPs. The experimental results demonstrate that our proposed ideal point setting method is very effective in terms of both diversity and convergence.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127696190","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
An AOP-Based Robot Behaviors Safety Checking Method 基于aop的机器人行为安全检测方法
2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration Pub Date : 2015-12-03 DOI: 10.1109/ICIICII.2015.113
Binbin Ge, Xinjun Mao, Yin Chen, Shuo Yang, Sen Yang
{"title":"An AOP-Based Robot Behaviors Safety Checking Method","authors":"Binbin Ge, Xinjun Mao, Yin Chen, Shuo Yang, Sen Yang","doi":"10.1109/ICIICII.2015.113","DOIUrl":"https://doi.org/10.1109/ICIICII.2015.113","url":null,"abstract":"A robot is a typical cyber-physical system whose behaviors are driven and controlled by software which are highly related with robot safety. In order to ensure the safety of robot behaviors, programmers need to embed safety logic into the programs in charge of behaviors. This paper proposes an AOP-based robot behaviors safety checking method to ensure robot behaviors safety at the programming level, which treats the safety constraints as a crosscutting concern to be automatically and transparently managed, thus enabling programmers to focus on the design of the robot behaviors themselves rather than safety. This paper considers two types of safety issues, stability and collision, and proposes corresponding algorithms for ensuring them at runtime. Experiments with real humanoid robots show that the method can effectively ensure the safety of robot behaviors with respect to the specified physical constraints.","PeriodicalId":349920,"journal":{"name":"2015 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128152412","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
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