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Research on complex dynamic systems using neural networks

Research on complex dynamic systems using neural networks

引用

2011 ieee 3rd International Conference on Communication software and Networks, ICCSN 2011

作者： Zhu, Yuanping School of Information Engineering Institute of Technology Nanchang China

ISBN: (纸本)9781612844855

Artificial neural network is a theory and technology developing speedily in intelligence research area of computer in recent years, which is applied in modeling of computer system simulation due to no need of establishing precise physical model and mathematical model in advance. Neural network is a modeling method of system simulation that has strong application. Meanwhile, this method has the capability to acquire knowledge by learning from environment (namely, obtain the law contained in the internal of system by learning from typical sample data of input/output of system), so it has better application for system simulation. Focusing on some actual problems of dynamic system simulation, artificial neural network model and learning algorithm that applies in complex dynamic system modeling are researched in this paper. © 2011 ieee.

关键词： Neural networks

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JUnit framework: An interactive approach for basic unit testing learning in software engineering

JUnit framework: An interactive approach for basic unit test...

引用

2011 3rd International Congress on engineering Education: Rethinking engineering Education, The Way Forward, ICEED 2011

作者： Wahid, Mohammad Almalaise, Abdullah Information System Department Faculty of Science and Information Systems Universisti Teknologi Malaysia Malaysia Information Systems Department Faculty of Computing and Information Technology King Abdulaziz University Jeddah Saudi Arabia

ISBN: (纸本)9781457712593

Based on software engineering discipline, unit testing play significant rule in testing procedure to determine if the source code fit for use. A unit test is the smallest testable part of an application. In basic learning of unit testing, JUnit framework with interactive GUI techniques as suitable tools in supporting students learning in higher learning institutes. In this paper, it presents the method to create unit testing code and how JUnit can give good experience in unit testing learning in software engineering. The result shows by using JUnit framework in unit testing learning can improve student interest and understanding in software engineering courses. © 2011 ieee.

关键词： software testing

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Automatic transformation technology from AADL model to UML model

Automatic transformation technology from AADL model to UML m...

引用

2011 ieee 3rd International Conference on Communication software and Networks, ICCSN 2011

作者： Qiuyan, Li Jie, Tian Qiuhong, Pei Ji, Wu Chao, Liu School of Computer Science and Engineering Beihang University Beijing China BeiJing Command College of CP APF Beijing China

ISBN: (纸本)9781612844855

AADL supports standard accurate modeling of embedded systems and has been widely used in the embedded field. However, as a new modeling language, modeling and analysis tools of AADL are not mature enough. In the field of software engineering, the method and tool about UML model have been developed widely, so we consider designing a transformation method. This method define a complete metamodel for AADL error model and implement the automatic transformation from the AADL model to UML model. Our research makes the method and tool for UML model reused in the AADL model, expands the application scope of AADL model, and reduces the development cost of AADL modeling. Finally, the potential research directions are discussed. © 2011 ieee.

关键词： Embedded systems

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The channel capacity of CMMB system by using the technology of MIMO

The channel capacity of CMMB system by using the technology ...

引用

ieee International Conference on Communication software and Networks

作者： Naiqian, Zhang Libiao, Jin School of Information Engineering Communication University of China Beijing China

ISBN: (纸本)9781612844855

This paper describes the application of MIMO technology in CMMB system, proves the MIMO can increase the channel capacity remarkably comparing to traditional CMMB systems. This paper also describes the using of CSIT in MIMO CMMB system, calculations the increasing of channel capacity and, at last, proves by computer simulations. © 2011 ieee.

关键词： Channel capacity

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An algorithm application in intrusion forensics based on improved information gain

An algorithm application in intrusion forensics based on imp...

引用

2011 3rd symposium on Web Society, SWS2011

作者： Jia, Xian Liu, Peiyu Gong, Wei Chi, Xuezhi School of Information Science and Engineering Shandong Normal University Ji'nan 250014 China Shandong Provincial Key Laboratory for Distributed Computer Software Novel Technology Ji'nan 250014 China Basic Education Department Shandong Police College Ji'nan 250014 China

ISBN: (纸本)9781457702112

As a kind of feature selection algorithm applied widely in intrusion forensics, information gain could solve the problem of high-dimension and magnanimous, but it neglects correlation between features, which could lead to the redundancy of features, and affect the speed and accuracy of intrusion forensics. So an improved information gain algorithm based on feature redundancy was proposed. In the improved algorithm, the irrelevant and redundant features were removed through adding the judgments of redundancy between features, which effectively simplified feature subset. The classical KDD CUP 99 dataset is used in the experiments and the results show that the new algorithm can effectively select features, ensure detection accuracy and improve processing speed. © 2011 ieee.

关键词： Redundancy

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A generic approach to multi-fairness and its application to wireless channel allocation

A generic approach to multi-fairness and its application to ...

引用

3rd ieee International Conference on Intelligent Networking and Collaborativesystems, INCoS 2011

作者： Köppen, Mario Yoshida, Kaori Tsuru, Masato Kyushu Institute of Technology 680-4 Kawazu Iizuka Fukuoka 820-8502 Japan

ISBN: (纸本)9780769545790

In this paper we provide an extension of maxmin fairness to the case of multiple objectives and different agent preferences by the definition of the maxmin multi-fairness relation. This generic relation is based on a formal modification of maxmin fairness according to its implicit comparisons and includes maxmin fairness as a special case. The application of this multi-fairness relation to a selfish, to a collaborative and to a mixed community of agents is presented, as well as a case study on a specific task of fair division of indivisible goods by numerical simulations. All studies demonstrate the suitability of the proposed relation for investigative tasks in shared resource problems, as they are abundant in network design and control. © 2011 ieee.

关键词： Bandwidth Channel allocation Computer aided software engineering Focusing Resource management Vectors Wireless communication channel allocation fair division of indivisible goods fairness formal modification generic approach generic relation maxmin fairness maxmin fairness extension maxmin multifairness relation minimax techniques multi-fairness multiple objective network control network design preference modeling wireless channel allocation wireless channel allocation wireless channels

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Middleware Support for Complex and Distributed Security Services in Multi-tier Web applications

Middleware Support for Complex and Distributed Security Serv...

引用

3rd International symposium on engineering Secure software and systems, ESSoS 2011

作者： De Ryck, Philippe Desmet, Lieven Joosen, Wouter Katholieke Univ Leuven IBBT DistriNet B-3001 Louvain Belgium

ISBN: (纸本)9783642191244

The security requirements of complex multi-tier web applications have shifted from simple localized needs, such as authentication or authorization, to physically distributed but actually aggregated services, such as end-to-end data protection, non-repudiation or patient consent management. Currently, there is no support for integrating complex security services in web architectures, nor are approaches from other architectural models easily portable. In this paper we present the architecture of a security middleware, aimed at providing a reusable solution bringing support for complex security requirements into the application architecture, while addressing typical web architecture challenges, such as the tiered model or the lack of sophisticated client-side logic. We both evaluate the security of the middleware and present a case study and prototype implementation, which show how the complexities of a web architecture can be dealt with while limiting the integration effort.

关键词： middleware multi-tier architecture security web application non-repudiation

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Data reconciliation and bias estimation in on-line optimisation

Data reconciliation and bias estimation in on-line optimisat...

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Joint 3rd International Workshop on Nonlinear Dynamics and Synchronization, INDS'11 and 16th International symposium on Theoretical Electrical engineering, ISTET'11

作者： Mansour, Moufid Faculty of Electronics and Computer Science University of Sciences and Technology BP. 32 El-Allia Algiers Algeria

ISBN: (纸本)9781457707599

The reliability of measured data, which can be subject to both gross and random errors, is of great importance for the monitoring and evaluation of process performance and the determination of control action. This paper assesses bias estimation (as a type of gross error) technique and data reconciliation methods for the detection, estimation and elimination of iases and random errors respectively. It is shown how these methods can be successfully employed within an online Integrated System Optimisation and Parameter Estimation (ISOPE) scheme for the determination of the process optimum, despite the existence of model-reality differences. The performance of the resulting scheme is demonstrated by application to a two tank CSTR system. © 2011 ieee.

关键词： Random errors

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Waveguide flange's shape optimization in microwave enhanced infrared landmines' detection

Waveguide flange's shape optimization in microwave enhanced ...

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Joint 3rd International Workshop on Nonlinear Dynamics and Synchronization, INDS'11 and 16th International symposium on Theoretical Electrical engineering, ISTET'11

作者： Szymanik, Barbara Gratkowski, Stanislaw West Pomeranian University of Technology Szczecin Department of Electrical and Computer Engineering Sikorskiego 37 70-313 Szczecin Poland

ISBN: (纸本)9781457707599

The active infrared thermography, using external energy source to produce a thermal contrast between the feature of interest and the background, is relatively new NDT technique. The microwaves applied in this method as the source of energy, effectively shorten the time needed to receive observable thermal image at the surface of examined specimen. In this paper, above method's application to landmines' detection will be considered. In this case, the microwave generator, connected to rectangular waveguide is used to heat the ground's surface. Obtained thermal pattern should be characterized by uniform temperature distribution. This condition can be met by applying an appropriate waveguide flange, ensuring an even distribution of EM field. In this article genetic algorithm-based optimization will be applied to determine the box-horn based flange's dimensions. © 2011 ieee.

关键词： Landmine detection

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The research and application of web-application based workflow engine

The research and application of web-application based workfl...

引用

ieee International Conference on Communication software and Networks

作者： Wang, Yujie Zhang, Yu Department of Computer Application South China University of Technology Computer Science and Engineering Academy Guangzhou China

ISBN: (纸本)9781612844855

Workflow is the technology of implementing automated process. It has a wide use in many fields. The study of workflow engine is a key problem of implement of workflow system. The traditional workflow engine has many limits in practice. In order to reduce cost, shorten developing cycle and raise product competitiveness, open source softer ware become more and more popular in enterprise application. jBPM based on J2EE is most prone to be commercialized in the open source workflow engine domain. But before designing jBPM workflow, it should install eclipse plug-in first. It is a shortcoming especially in the system which has a high demand of time. This paper is in tented to use JavaScript to design a compiler based on MVC pattern, to solve this problem and expand the jBPM engine interfaces to better meet the application in the real-time system with better flexibility, transplant ability. © 2011 ieee.

关键词： Real time systems

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