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The neural network proportion integral differential controller and the application on mill hydraulic pressure automatic gauge control system

The neural network proportion integral differential controll...

引用

5th International Conference on Natural Computation, ICNC 2009

作者： Wang, Xiaoye Zhang, Hua Xiao, Yingyuan Zhang, Degan Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology Tianjin University of Technology 300191 Tianjin China Key Laboratory of Computer Vision and System Tianjin University of Technology Ministry of Education 300191 Tianjin China

ISBN: (纸本)9780769537368

This paper presents a neural network proportion integral differential (PID) controller for automatic gauge control (AGC) system of rolling mill, it is an high non-linear and time-varying system. The traditional PID controller has the invariable parameters. However in the actual factory, the environment of the controlled object is often changed. If the three parameters of PID controller can't adjusted adaptively, the controller will have a badly control effect. The neural network can adjust the three parameter based on the control error. If the control error becomes zero, the parameter didn 't adjust too. The simulation shows that neural network PID controller has good dynamic quality. The control system has short response time, small over modulation, highly steady state behavior and robustness comparing with the traditional PID controller. © 2009 IEEE.

关键词： Controllers

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Super-resolution image reconstruction based on K-means-Markov network

Super-resolution image reconstruction based on K-means-Marko...

引用

5th International Conference on Natural Computation, ICNC 2009

作者： Ma, Yanjie Zhang, Hua Xue, Yanbing Zhang, Simiao Tianjin Key Laboratory of Intelligence Computing Novel Software Technology Tianjin University of Technology 300191 Tianjin China Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin 300191 China

ISBN: (纸本)9780769537368

We address a learning-based method for super resolution. Training sample set provide a candidate highresolution interpretation for the low-resolution images. Modeling image patches as Markov network node, and we learn the parameters of the network from training set, compute probability distribution by K-means algorithm. Given a new low-resolution image to enhance, we select from the training data a set of 10 candidate high-resolution patches for each patch of low-resolution image. In Bayesian belief propagation, we use compatibility relationship between neighboring candidate patches to select the most probable high-resolution candidate. The experimental results show that this method can obtain better result. © 2009 IEEE.

关键词： Belief propagation

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Dynamic vehicle scheduling problem with changeable time window

Dynamic vehicle scheduling problem with changeable time wind...

引用

6th International Conference on Fuzzy systems and Knowledge Discovery, FSKD 2009

作者： Fan, Jianhua Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology Tianjin University of Technology 300191 Tianjin China Key Laboratory of Computer Vision and System Tianjin University of Technology Ministry of Education 300191 Tianjin China

ISBN: (纸本)9780769537351

A new dynamic vehicle scheduling algorithm with changeable time window is presented. This algorithm can consider both bespoken demand and real-time demand. The initial routings are constructed by insertion algorithm, and improved by tabu search algorithm. The time window adjusting policy is presented to allow assigning other feasible time windows for customers. The simulation results show that the algorithm can reduce the number of rejected customers significantly compared with the algorithm with hard constraints of time window. The algorithm can deal with real-time demand dynamically, and the tabu search can improve the initial solution effectively and save traveling cost. © 2009 IEEE.

关键词： Vehicle routing

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An intelligent home middleware system based on context- Awareness

An intelligent home middleware system based on context- Awar...

引用

5th International Conference on Natural Computation, ICNC 2009

作者： Wang, Chun-Dong Mo, Xiu-Liang Wang, Huai-Bin Tianjin Key Laboratory of Intelligence Computing Novel Software Technology Tianjin University of Technology 300191 Tianjin China Key Laboratory of Computer Vision and System Tianjin University of Technology Ministry of Education 300191 Tianjin China

ISBN: (纸本)9780769537368

An intelligent home system is designed and implemented based on the context-awareness technology, which minimizes users' interventions and maximizes functional autonomy of systems. A multi-agent technology is proposed based and service oriented approach to build our middleware which supports tasks including acquiring, discovering, interpreting, reasoning, accessing various contexts and interoperability between different context-aware systems. In order to simplify the design of our middleware and make it convenient for users, a third-party, "Internet service providers", is proposed which is responsible for the service updating and service composition. © 2009 IEEE.

关键词： Middleware

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SAR image segmentation based on Markov random field model and multiscale technology

SAR image segmentation based on Markov random field model an...

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6th International Conference on Fuzzy systems and Knowledge Discovery, FSKD 2009

作者： Jiao, Xu Wen, Xian-Bin Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin 300191 China Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology Tianjin University of Technology Tianjin 300191 China

ISBN: (纸本)9780769537351

A valid multiscale classification method of synthetic aperture radar (SAR) imagery is proposed based on Multiscale technology and Markov Random Field (MRF) mode. Firstly, we employ multiscale autoregressive model for extracting the feature of SAR image. which is modeled by Markov Random Field (MRF) Model that relies on the Gaussian distribution. Secondly, using the joint probability distribution in terms of an energy function, estimation of parameters can be performed by the stochastic relaxation algorithm. Then the maximum posteriori (MAP) is designed as the optimal criterion and the final labels are obtained by the simulated annealing algorithm. Experimental results show that this method is accurate, efficient and robust. © 2009 IEEE.

关键词： Simulated annealing

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A novel secure access method for remote databases based on mobile agents

A novel secure access method for remote databases based on m...

引用

5th International Conference on Natural Computation, ICNC 2009

作者： Huang, Jing Xiao, Yingyuan Liang, Yi Tianjin Key Laboratory of Intelligent Computing and Novel Software Technology Tianjin University of Technology Tianjin 300191 China Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin 300191 China

ISBN: (纸本)9780769537368

With the rapid development of network, some novel applications like remote database access, electric commerce, etc. bring forth many new requirements for network loads, network communication efficiency and network security. This paper adopts mobile agent technology to achieve remote access to databases. Compared to the traditional C/S computing model, this method can significantly improve the communication efficiency and system performance when a large number of data located at remote sites must be handled. In addition, the security of data can be enhanced to some extent by using message digest, encryption and decryption techniques on the results carried by mobile agents. The experimental result shows that this access method for remote databases based on mobile agents is security and feasible. Especially to a large number of remote data processing, this technology gets more advantages over the C/S computing model in the aspect of performance. © 2009 IEEE.

关键词： Mobile agents

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Redundant data composition of peers in p2p streaming systems using cauchy reed-solomon codes

Redundant data composition of peers in p2p streaming systems...

引用

6th International Conference on Fuzzy systems and Knowledge Discovery, FSKD 2009

作者： Xu, Guangping Wang, Fayu Zhang, Hua Li, Jingxing Key Lab of Intelligent Computing and New Software Technology Tianjin University of Technology Tianjin 300191 China Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin 300191 China

ISBN: (纸本)9780769537351

Erasure codes are used in many distributed applications. This paper applies Cauchy Reed-Solomon codes to P2P streaming systems which is different from classical Reed-Solomon codes. Due to churn in these systems, streaming data composition is vital for system management. We mainly concern about how to apply the coding into these systems and present the interaction among the peers and effective buffer management. This distributed sources increase the selection on disseminated encoded data and therefore statistically enhances the overall performance. © 2009 IEEE.

关键词： Reed-Solomon codes

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An efficient image processing method based on web services for mobile devices

An efficient image processing method based on web services f...

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2009 2nd International Congress on Image and Signal Processing, CISP'09

作者： Yi, Liang Yingyuan, Xiao Jing, Huang Tianjin Key Lab. of Intelligent Computing and Novel Software Technology Tianjin University of Technology Tianjin China Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin China

ISBN: (纸本)9781424441310

The resource limitation of mobile devices causes the problem that the existing image processing software based on the centralized computing mode had difficulty running in mobile devices. A solution is given in the paper by adopting web service-based image processing method. For one thing, image processing tasks were distributed to service providers' service registry and service requesters. For another, what the service providers should do was only to invocate the specific image processing services provided by service providers. Consequently, web service-based solution reduces the resource consumption of mobile devices by redistributing image processing tasks. Compared with traditional methods of image processing, Web service-based image processing method has the advantages of loose coupling and component oriented and can take full advantage of the computing resources in heterogeneous network. Thus web service-based image processing method can effectively solve the resource bottle-neck that traditional image processing software had. ©2009 IEEE.

关键词： Web services

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A new neural-based market prediction computing approach

A new neural-based market prediction computing approach

引用

5th International Conference on Natural Computation, ICNC 2009

作者： Zhang, Degan Lin, Chen Li, Nqing Zhao, Dexin Tianjin Key Lab of Intelligent Computing and Novel Software Technology Tianjin University of Technology Tianjin 300191 China Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin 300191 China

ISBN: (纸本)9780769537368

A new kind of neural-based market prediction computing approach for electronic commerce has beenpresented by our research group in this paper. Our purpose is to suggest a successful and efficient prediction method of risk assessment for the clients to get substantial profits in competitive commerce markets of electronic commerce. In this paper we study the benefits of combining two layered feedforward neural networks trained by back propagation on an identical data set. In this case, network diversity was achieved by the inherent randomness associated with the back-propagation algorithm's initialization of a network's weights. By case experiments of risk assessment of electronic commerce, our technique has been tested effectively. © 2009 IEEE.

关键词： Electronic commerce

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Dynamic parameters Ant Colony Algorithm with particle swarm characteristic

Dynamic parameters Ant Colony Algorithm with particle swarm ...

引用

5th International Conference on Natural Computation, ICNC 2009

作者： Zhang, Hong-Juan Ning, Hong-Yun Tianjin Key Lab of Intelligent Computing and Novel Software Technology Tianjin University of Technology Tianjin 300191 China Key Laboratory of Computer Vision and System Ministry of Education Tianjin University of Technology Tianjin300191 China

ISBN: (纸本)9780769537368

To improve the convergence time of Ant Colony Algorithm, avoid falling in local best and enhance the quality of solution, a novel dynamic parameters ant colony algorithm with particle swarm characteristics is proposed. Learning the multi-information instruction characteristic of Particle Swarm Optimization Algorithm, the global pheromone update rule with particle swarm characteristic is introduced to improve the directive function of pheromone and the speed of convergence. At the same time, solution multiplicity is guaranteed as far as possible. Using the function of current condition to update particle speed and position, parameters of Ant Colony Algorithm is used to reflect the current condition. Hyperbola Tangent function is imported to dynamic adjust parameters so that the relation between local search and global search could be balanced. Comparing with basic Ant Colony Algorithm, the simulation result on TSP shows that new algorithm has higher convergence speed and better solution. © 2009 IEEE.

关键词： Particle swarm optimization (PSO)

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