首页 > 最新文献

2011 Fourth International Conference on Information and Computing最新文献

英文 中文
Application of 3G-based Mobile Learning in Teacher Training 基于3g的移动学习在教师培训中的应用
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.39
Yazhen Zhang, Jun Yu Li
Along with fusion of mobile communication technologies and computer technology, mobile learning was produced as a new type of learning technique and method. Mobile Learning has become another very important complement to the traditional ways of learning after digital-learning. The development of the third generation mobile communication technology 3G provides a more adequate technical basis for mobile learning. How full and effective use of the third generation mobile communication technology to assist any kind of teaching and learning become an important research part of mobile learning. This article describes the 3G-based mobile learning project, where mobile device is used for educational activities. The main perspective in this article is in teacher training. We present strategies how mobile technology was used in teacher training and exerted the advantages of 3G mobile phones. The goal of these innovative pilot projects is to create flexible teaching solutions, which will enable the accessing of information with all kinds of devices, and to support learning in a variety of situations.
随着移动通信技术与计算机技术的融合,移动学习作为一种新型的学习技术和方法产生了。移动学习已经成为继数字学习之后对传统学习方式的又一重要补充。第三代移动通信技术3G的发展为移动学习提供了更充分的技术基础。如何充分有效地利用第三代移动通信技术辅助任何一种教与学,成为移动学习研究的重要内容。本文描述了基于3g的移动学习项目,将移动设备用于教育活动。本文的主要研究视角是教师培训。我们提出了如何在教师培训中使用移动技术并发挥3G移动电话优势的策略。这些创新试点项目的目标是创造灵活的教学解决方案,使人们能够通过各种设备访问信息,并支持各种情况下的学习。
{"title":"Application of 3G-based Mobile Learning in Teacher Training","authors":"Yazhen Zhang, Jun Yu Li","doi":"10.1109/ICIC.2011.39","DOIUrl":"https://doi.org/10.1109/ICIC.2011.39","url":null,"abstract":"Along with fusion of mobile communication technologies and computer technology, mobile learning was produced as a new type of learning technique and method. Mobile Learning has become another very important complement to the traditional ways of learning after digital-learning. The development of the third generation mobile communication technology 3G provides a more adequate technical basis for mobile learning. How full and effective use of the third generation mobile communication technology to assist any kind of teaching and learning become an important research part of mobile learning. This article describes the 3G-based mobile learning project, where mobile device is used for educational activities. The main perspective in this article is in teacher training. We present strategies how mobile technology was used in teacher training and exerted the advantages of 3G mobile phones. The goal of these innovative pilot projects is to create flexible teaching solutions, which will enable the accessing of information with all kinds of devices, and to support learning in a variety of situations.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"383 1","pages":"27-29"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80722853","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: 12
Numerical Simulation and Experimental Study on the Impact of Shear Strength on Mixing Dispersion in Synchronous Rotor Internal Mixer 剪切强度对同步转子内混机混合分散影响的数值模拟与实验研究
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.84
Kejuan Chen, D. Xu, Dongzhi Zhang
Three dimensional shear flow field for synchronous rotor under different initial relative positions and conditions was established in mixing process of synchronous rotor internal mixer on the basis of rheological theory of rubber mixing rheological theory, as well the shear strength was analyzed by presenting a dispersive index. The simulation results show that the strong shearing sections are concentrated in the zone between the top of wing and mixing chamber wall and the zone between long wing and short wing. The dispersive index is increased with the shearing action, directly proportional to the rotate speed. The axial distribution law of shearing is foundationally the same under different initial relative positions, but the shearing strength is different for that. The experimental results are fit to the simulation results. The dispersion degrees of carbon black are different by ±1 level for two rotors placed in different initial relative positions.
在橡胶混炼流变理论的基础上,建立了同步转子内混炼过程中不同初始相对位置和条件下的三维剪切流场,并通过提出分散性指标对其剪切强度进行了分析。仿真结果表明,强剪切截面主要集中在机翼顶部与混合室壁面之间以及长翼与短翼之间。分散指数随剪切作用的增加而增加,与转速成正比。不同初始相对位置下,剪切轴向分布规律基本相同,但抗剪强度有所不同。实验结果与仿真结果吻合较好。在初始相对位置不同的两个转子上,炭黑的分散度相差±1级。
{"title":"Numerical Simulation and Experimental Study on the Impact of Shear Strength on Mixing Dispersion in Synchronous Rotor Internal Mixer","authors":"Kejuan Chen, D. Xu, Dongzhi Zhang","doi":"10.1109/ICIC.2011.84","DOIUrl":"https://doi.org/10.1109/ICIC.2011.84","url":null,"abstract":"Three dimensional shear flow field for synchronous rotor under different initial relative positions and conditions was established in mixing process of synchronous rotor internal mixer on the basis of rheological theory of rubber mixing rheological theory, as well the shear strength was analyzed by presenting a dispersive index. The simulation results show that the strong shearing sections are concentrated in the zone between the top of wing and mixing chamber wall and the zone between long wing and short wing. The dispersive index is increased with the shearing action, directly proportional to the rotate speed. The axial distribution law of shearing is foundationally the same under different initial relative positions, but the shearing strength is different for that. The experimental results are fit to the simulation results. The dispersion degrees of carbon black are different by ±1 level for two rotors placed in different initial relative positions.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"21 1","pages":"306-309"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81130810","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
FEM Analysis of the Concrete Structure Life under the Condition of the Chloride Ion Corrosion 氯离子腐蚀条件下混凝土结构寿命有限元分析
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.66
Xiaoping Gu, Chunsheng Li
Due to long-term exposure to chlorine ion erosion, the steel corrosion of concrete engineering in marine environment has become the major cause of resistance deterioration. The paper summarizes the reinforcement corrosion mechanism under the condition of the corrosion of the chloride ion and analyzes the chloride ion penetration model. Connecting the steel corrosion rate and the chloride ion environment around the reinforced concrete and based on the FEM, the paper sets up the analysis process of the life of the reinforced concrete structures. And according to this method, the life of a reinforced concrete beam has been successfully predicted under the condition of the chloride ion penetration.
海洋环境下混凝土工程由于长期暴露于氯离子侵蚀下,钢筋腐蚀已成为其抗力恶化的主要原因。总结了氯离子腐蚀条件下钢筋的腐蚀机理,分析了氯离子渗透模型。结合钢筋混凝土腐蚀速率和钢筋混凝土周围氯离子环境,以有限元法为基础,建立了钢筋混凝土结构寿命的分析过程。并利用该方法成功地预测了氯离子渗透条件下钢筋混凝土梁的寿命。
{"title":"FEM Analysis of the Concrete Structure Life under the Condition of the Chloride Ion Corrosion","authors":"Xiaoping Gu, Chunsheng Li","doi":"10.1109/ICIC.2011.66","DOIUrl":"https://doi.org/10.1109/ICIC.2011.66","url":null,"abstract":"Due to long-term exposure to chlorine ion erosion, the steel corrosion of concrete engineering in marine environment has become the major cause of resistance deterioration. The paper summarizes the reinforcement corrosion mechanism under the condition of the corrosion of the chloride ion and analyzes the chloride ion penetration model. Connecting the steel corrosion rate and the chloride ion environment around the reinforced concrete and based on the FEM, the paper sets up the analysis process of the life of the reinforced concrete structures. And according to this method, the life of a reinforced concrete beam has been successfully predicted under the condition of the chloride ion penetration.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"465 1","pages":"329-332"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83018813","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
The Water Quality Assessment of Shallow Groundwater in Yuzhou City, China 禹州市浅层地下水水质评价
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.136
Lianhai Cao, Nanxiang Chen
As an important water resource, groundwater quality is connected with people life and economical sustainable development. Shallow groundwater is subject to the anthropogenic influence because of shallow burial depth. In 19 monitoring indexes 15indexes reach the Chinese standard and the over standard programs are total hardness, nitrate nitrogen, total dissolved solids and nitrite nitrogen. The quality of shallow groundwater is evaluated with the comprehensive evaluation method, in 22 townships, 2 townships are excellent, 6 townships are good and the rest are fairly.
地下水水质作为一种重要的水资源,关系到人们的生活和经济的可持续发展。由于埋深较浅,浅层地下水容易受到人为影响。19项监测指标中,总硬度、硝酸盐氮、总溶解固形物和亚硝酸盐氮等15项指标达到国家标准。采用综合评价法对22个乡的浅层地下水水质进行评价,2个乡为优,6个乡为良,其余为一般。
{"title":"The Water Quality Assessment of Shallow Groundwater in Yuzhou City, China","authors":"Lianhai Cao, Nanxiang Chen","doi":"10.1109/ICIC.2011.136","DOIUrl":"https://doi.org/10.1109/ICIC.2011.136","url":null,"abstract":"As an important water resource, groundwater quality is connected with people life and economical sustainable development. Shallow groundwater is subject to the anthropogenic influence because of shallow burial depth. In 19 monitoring indexes 15indexes reach the Chinese standard and the over standard programs are total hardness, nitrate nitrogen, total dissolved solids and nitrite nitrogen. The quality of shallow groundwater is evaluated with the comprehensive evaluation method, in 22 townships, 2 townships are excellent, 6 townships are good and the rest are fairly.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"38 1","pages":"525-528"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84841671","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
Mond -- Weir Type Duality in Nonsmooth Nondifferentiable Fractional Programming 非光滑不可微分式规划中的Mond—Weir型对偶性
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.10
Yang Yong, Zaien Hou
We have defined some kinds of generalized convex function in paper [1]. which generalize some of the present convex functions. In the framework of these new concepts, a Mond-Weir type dual for a class of fractional programming problem is considered. Appropriate duality results are formulated. The results obtained not only provide a measurement of sensitivity for given problems to perturbations, but also can be apply to the questions occur in resource allocation, stock cutting problem in paper industry, agricultural planning and portfolio selection etc.
我们在文献[1]中定义了几种广义凸函数。它推广了一些现有的凸函数。在这些新概念的框架下,考虑了一类分式规划问题的Mond-Weir对偶。给出了适当的对偶结果。所得结果不仅可以衡量给定问题对扰动的敏感性,而且可以应用于资源配置、造纸行业的库存削减问题、农业规划和投资组合选择等问题。
{"title":"Mond -- Weir Type Duality in Nonsmooth Nondifferentiable Fractional Programming","authors":"Yang Yong, Zaien Hou","doi":"10.1109/ICIC.2011.10","DOIUrl":"https://doi.org/10.1109/ICIC.2011.10","url":null,"abstract":"We have defined some kinds of generalized convex function in paper [1]. which generalize some of the present convex functions. In the framework of these new concepts, a Mond-Weir type dual for a class of fractional programming problem is considered. Appropriate duality results are formulated. The results obtained not only provide a measurement of sensitivity for given problems to perturbations, but also can be apply to the questions occur in resource allocation, stock cutting problem in paper industry, agricultural planning and portfolio selection etc.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"103 1","pages":"464-466"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83411052","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
Numerical Approximation to the n-th Derivatives n阶导数的数值逼近
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.82
Yong Jiang, Yu Dai, Yumei Li
Continuing the work of [1], this paper considers mainly the approximation to the n-th derivatives of functions, and develops an effective algorithm with its convergence and error estimate by the method of numerical integration. As an application, the algorithm is used to evaluate the integration of highly oscillatory functions and proves efficient.
本文继承[1]的工作,主要考虑函数n阶导数的逼近问题,并利用数值积分的方法,提出了一种有效的算法,具有收敛性和误差估计。作为一个应用,该算法用于求解高振荡函数的积分,证明了它的有效性。
{"title":"Numerical Approximation to the n-th Derivatives","authors":"Yong Jiang, Yu Dai, Yumei Li","doi":"10.1109/ICIC.2011.82","DOIUrl":"https://doi.org/10.1109/ICIC.2011.82","url":null,"abstract":"Continuing the work of [1], this paper considers mainly the approximation to the n-th derivatives of functions, and develops an effective algorithm with its convergence and error estimate by the method of numerical integration. As an application, the algorithm is used to evaluate the integration of highly oscillatory functions and proves efficient.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"101 1","pages":"90-93"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78919558","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
Development of a Web-Based Community Management Information System 基于web的社区管理信息系统的开发
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.52
Shima Beigzadeh, M. Zamani, S. Ibrahim
This paper presents the development of a web-based system customized to serve the need of a community, named Taman Keramat Permai (TKP) in Malaysia. The system is designed to replace a paper-based process that gradually become unmanageable due to the increasing large volume of data. Features of the new system include online recording of forms, database query functions, electronic authorization, update, manage and monitor the progress data and activities included in TKP. We describe the design principles and introduce a functional component diagram for the system. The system is implemented on Windows platform using open-source software such as PHP4, MySQL, and Apache. Performance of the developed system is assessed practically and an efficient, and user friendly operation is demonstrated.
本文介绍了一个基于网络的系统的开发,该系统是为满足马来西亚一个名为Taman Keramat Permai (TKP)的社区的需求而定制的。该系统旨在取代由于数据量越来越大而逐渐变得难以管理的纸质流程。新系统的功能包括在线记录表格、数据库查询功能、电子授权、更新、管理和监控项目进度数据和活动。介绍了系统的设计原理,并给出了系统的功能组件图。本系统采用开源软件PHP4、MySQL、Apache等,在Windows平台上实现。对所开发的系统进行了实际的性能评估,证明了系统的有效性和用户友好的操作。
{"title":"Development of a Web-Based Community Management Information System","authors":"Shima Beigzadeh, M. Zamani, S. Ibrahim","doi":"10.1109/ICIC.2011.52","DOIUrl":"https://doi.org/10.1109/ICIC.2011.52","url":null,"abstract":"This paper presents the development of a web-based system customized to serve the need of a community, named Taman Keramat Permai (TKP) in Malaysia. The system is designed to replace a paper-based process that gradually become unmanageable due to the increasing large volume of data. Features of the new system include online recording of forms, database query functions, electronic authorization, update, manage and monitor the progress data and activities included in TKP. We describe the design principles and introduce a functional component diagram for the system. The system is implemented on Windows platform using open-source software such as PHP4, MySQL, and Apache. Performance of the developed system is assessed practically and an efficient, and user friendly operation is demonstrated.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"22 1","pages":"3-6"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74778775","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
Endomorphisms and Order Relations of Sub-BCI-algebras 次bci -代数的自同态和序关系
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.60
Lu Chen
In this paper, the notion of endomorphisms of sub-BCI-algebras are introduced and investigated. New properties of sub-BCI-algebras are present. The adjoint semi group of sub-BCI-algebra are given. Some more properties of left and right mappings of sub-BCI-algebras are also investigated with special focus on the left map. The order relations of sub-BCI-algebras are discussed.
本文引入并研究了次bci -代数的自同态概念。给出了次bci代数的一些新性质。给出了子bci代数的伴随半群。研究了子bci -代数的左映射和右映射的一些性质,重点讨论了左映射。讨论了次bci -代数的阶关系。
{"title":"Endomorphisms and Order Relations of Sub-BCI-algebras","authors":"Lu Chen","doi":"10.1109/ICIC.2011.60","DOIUrl":"https://doi.org/10.1109/ICIC.2011.60","url":null,"abstract":"In this paper, the notion of endomorphisms of sub-BCI-algebras are introduced and investigated. New properties of sub-BCI-algebras are present. The adjoint semi group of sub-BCI-algebra are given. Some more properties of left and right mappings of sub-BCI-algebras are also investigated with special focus on the left map. The order relations of sub-BCI-algebras are discussed.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"66 1","pages":"233-236"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74807182","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
Thermal Analysis and Stress Analysis of the Heat-Exchange Pipe Based on ANSYS 基于ANSYS的换热管热分析与应力分析
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.137
Fenhua Li, Jian Xing, Yuan Liu
ANSYS to be as a finite element analysis software has powerful features in thermal analysis and structural analysis. Based on ANSYS thermal analysis function, this paper selects SOLID90 unit, for thermal analysis on the heat-exchange pipe of heat exchanger to obtain the temperature distribution, and the temperature calculated will be treated as temperature load, in order to solve the thermal stress by the elasticity method and to get the axial stress distribution of the heat-exchange pipe. According to temperature distribution and stress distribution, this paper puts forward reasonable and economical measures to make the heat-exchange pipe.
ANSYS作为有限元分析软件,在热分析和结构分析方面具有强大的功能。本文基于ANSYS热分析功能,选用SOLID90单元,对换热器换热管进行热分析,得到换热管的温度分布,并将计算得到的温度作为温度负荷,用弹性法求解热应力,得到换热管的轴向应力分布。根据温度分布和应力分布,提出了合理、经济的换热管制作措施。
{"title":"Thermal Analysis and Stress Analysis of the Heat-Exchange Pipe Based on ANSYS","authors":"Fenhua Li, Jian Xing, Yuan Liu","doi":"10.1109/ICIC.2011.137","DOIUrl":"https://doi.org/10.1109/ICIC.2011.137","url":null,"abstract":"ANSYS to be as a finite element analysis software has powerful features in thermal analysis and structural analysis. Based on ANSYS thermal analysis function, this paper selects SOLID90 unit, for thermal analysis on the heat-exchange pipe of heat exchanger to obtain the temperature distribution, and the temperature calculated will be treated as temperature load, in order to solve the thermal stress by the elasticity method and to get the axial stress distribution of the heat-exchange pipe. According to temperature distribution and stress distribution, this paper puts forward reasonable and economical measures to make the heat-exchange pipe.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"152 1","pages":"283-285"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78602068","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: 6
An Improved Indefinite Kernel Machine Regression Algorithm with Norm-r Loss Function 一种改进的Norm-r损失函数的不定核机回归算法
Pub Date : 2011-04-25 DOI: 10.1109/ICIC.2011.36
Jingchao Zhou, Dan Wang
Indefinite kernel machine regression algorithm (IKMRA), in which only constrains the minimum total regression error, but each sample point regression error is ignored. Thus the accuracy and the generalization performance of the IKMRA can not be satisfied. In order to improve the precision and the generalization performance of the IKMRA, we proposed that each sample regression error be constrained besides the total regression error. We introduced the norm-r loss function and the slack variables in order to constrain each sample regression error, derived the iterative formula of corresponding gradient decent method and devised the corresponding algorithm. Experimental results show that our improved indefinite kernel machine regression algorithm (IIKMRA) is effective and feasible.
不确定核机回归算法(IKMRA),其中只约束总回归误差最小,而忽略每个样本点的回归误差。因此,IKMRA的精度和泛化性能不能令人满意。为了提高IKMRA的精度和泛化性能,除了对总回归误差进行约束外,还对每个样本的回归误差进行约束。引入范数-r损失函数和松弛变量约束各样本回归误差,推导出相应梯度体面法的迭代公式,设计出相应的算法。实验结果表明改进的不确定核机回归算法(IIKMRA)是有效可行的。
{"title":"An Improved Indefinite Kernel Machine Regression Algorithm with Norm-r Loss Function","authors":"Jingchao Zhou, Dan Wang","doi":"10.1109/ICIC.2011.36","DOIUrl":"https://doi.org/10.1109/ICIC.2011.36","url":null,"abstract":"Indefinite kernel machine regression algorithm (IKMRA), in which only constrains the minimum total regression error, but each sample point regression error is ignored. Thus the accuracy and the generalization performance of the IKMRA can not be satisfied. In order to improve the precision and the generalization performance of the IKMRA, we proposed that each sample regression error be constrained besides the total regression error. We introduced the norm-r loss function and the slack variables in order to constrain each sample regression error, derived the iterative formula of corresponding gradient decent method and devised the corresponding algorithm. Experimental results show that our improved indefinite kernel machine regression algorithm (IIKMRA) is effective and feasible.","PeriodicalId":6397,"journal":{"name":"2011 Fourth International Conference on Information and Computing","volume":"32 1","pages":"142-145"},"PeriodicalIF":0.0,"publicationDate":"2011-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78050468","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
期刊
2011 Fourth International Conference on Information and Computing
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1