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2013 the Second International Conference on Innovative Computing and Cloud Computing(ICCC 2013)

作者： Pai Wang Jzau-Sheng Lin Mei Wang Yu-Lei Zhao School of Electrical and Control Engineer Xi'an University of Science and Technology Department of Computer Science & Information Engineering of National Chin-Yi University of Technology Institute of Intelligent Control and Image Engineering Xidian University

In this paper, we provided an algorithm to reconstruct images with Least Squares Support Vector Machines(LS-SVM) and Simulated Annealing Particle Swarm Optimization(APSO), named SAP. This algorithm introduces simulated annealing ideas into PSO, adopts cooling process functions to replace the inertia weight function and construct the time variant inertia weight function featured in annealing mechanism;takes use of the APSO algorithm to search for the optimized resolution of Electrical Capacitance Tomography(ECT) reconstruction image. In order to overcome the soft field characteristics of ECT sensitivity field, we exercised some image samples of typical flow pattern with LSSVM so as to predict the capacitance error caused by the soft field characteristics and then construct the fitness function of the particle swarm optimization on basis of the capacitance error. The simulation results show that SAP algorithm is featured in quick convergence rate and higher imaging precision. Compared with Landweber algorithm, the quality of reconstruction image with SAP is significantly improved.

关键词： Electrical Capacitance Tomography Simulated Annealing Algorithm Least Squares Support Vector Machines Particle Swarm Optimization

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An ontology-based emergency domain knowledge model for HTN planning

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IFAC Proceedings Volumes 2013年第13期46卷 377-382页

作者： Dian Liu Hong-wei Wang Kuang-yu Liu Jian Wang Institute of Systems Engineering Huazhong University of Science and Technology P.R.China 430074 Key Laboratory of Education Ministry of Image processing and Intelligent Control Huazhong University of Science and Technology P.R. China 430074 (Tel: *** ) Key Laboratory of Education Ministry of Image processing and Intelligent Control Huazhong University of Science and Technology P.R. China 430074 (Tel: ***

Hierarchy task network (HTN) planning, as one of AI planning approaches, has been widely used in the emergency decision making for action planning in recent years, in which domain knowledge plays an important role. The special and complicated characteristics of emergency domain knowledge make it difficult to model, hindering the application of HTN planning to emergency action plan development. Though ontology modeling can get over the difficulty, existing ontology models for the emergency domain knowledge are either incomplete or not applicable for HTN planning. This paper aims at constructing emergency domain knowledge ontology applicable for HTN planner SHOP2 which can effectively support the emergency action plan development. An approach of translating an emergency domain knowledge model into a SHOP2 domain is also discussed in the paper. Finally an implementation of our work is roughly introduced.

关键词： Emergency action plan development HTN planning SHOP2 emergency domain knowledge ontology translation

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Study on defect detecting and locating method of tubular cylindrical conductor

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Telkomnika - Indonesian Journal of Electrical engineering 2013年第6期11卷 3251-3258页

作者： Wu, Yinchuan Guo, Baolong Zhang, Jiatian Yan, Zhengguo Institute of Intelligent Control and Image Engineering Xidian University Xi'an 710071 China Key Laboratory of Photoelectric Logging and Detecting of Oil and Gas Xi'an Shiyou University Xi'an 710065 China

This paper is to present a defect detecting and locating method of tubular cylindrical conductor based on alternating current impedance measurement theory. A defect estimation can be made through the impedance measurement of some distance on the inner and the outer surfaces of the tubular cylindrical conductor. A defect in the thickness direction can be located by the skin effect influence on impedance and the frequency change in exciting current. The results show that: this method can effectively identify and locate a defect, and therefore should be promoted in the defect detecting of metal materials in other shapes. © 2013 Universitas Ahmad Dahlan.

关键词： Defects

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The impact of stock-dependent demand on supply chain dynamics

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Applied Mathematical Modelling 2013年第18-19期37卷 8348-8362页

作者： Yongchang Wei Hongwei Wang Chao Qi Institute of Systems Engineering and the Key Laboratory of Image Processing and Intelligent Control of Education Ministry Huazhong University of Science and Technology Wuhan 430074 PR China School of Business Administration Zhongnan University of Economics and Law Wuhan 430073 PR China

This paper presents an investigation on the dynamics of a supply chain system under stock-dependent demand. Considering the feature of piecewise linearity, a switched linear model composed of three subsystems is developed. Based on the switched model, some analytical stability results are derived. Simulation experiments are designed to verify the stability results and observe nonlinear dynamics. We show that stock-dependent demand not only leads to different stability results but also makes nonlinear dynamics more complicated. We also reveal that the nonlinear dynamics of the switched model, such as chaotic and periodic fluctuations of inventory and order, are essentially caused by switching frequently among subsystems due to uncertainties of inventory status. The results obtained in this paper help us understand the dynamic complexities of supply chain system and provide guidelines for selecting decision parameters to improve overall performance.

关键词： Supply chain system Stock-dependent demand Dynamics Switched system Modeling and simulation

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Research on Transient Electromagnetic Response of Magnetic Source in Borehole

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Chinese Journal of Geophysics 2013年第2期54卷 264-272页

作者： Xi-Jin SONG Rei-Rong DANG Bao-Long GUO Xue-Long WANG Institute of Intelligent Control and Image Engineering Xidian University Xi'an 710071 China Key Laboratory of Photoelectric Logging and Detecting of Oil and Gas Ministry of Education Xi'an Shiyou University Xi'an 710065 China College of Computer Science & Technology Xi'an University of Technology Xi'an 710048 China

The transient electromagnetic exploration in borehole is a full space geophysical problem. The Gaver-Stehfeest inverse Laplace transform is used to theoretically calculate the transient electromagnetic response in the receiver loop. And the effects of the parameters of the borehole mud, metal casing, the cement sheath and the formation on electromagnetic logging responses are analyzed. The response curves of different electrical conductivity of the borehole mud indicate that the borehole mud has little effect on the electromagnetic responses. The numerical results of different geometry of the casing pipe show that the inner radius and the thickness of casing have an obvious effect on the logging responses, moreover the abnormality of transient response appears where the casing thickness suddenly increases or decreases. The simulation results of different magnetic permeability of the casing pipe show that it has an important effect on transient response in borehole and the higher the magnetic permeability, the more difficult the electromagnetic signals transmitting through the casing. Results of different parameters of the cement sheath reflect that the high conductive cement sheath can generate large measurement error for low conductive formation. It is also found that the effect of the thickness of the cement sheath can be ignored for high conductive formation.

关键词： Borehole Transient electromagnetic method Magnetic dipole Transient response Electromagnetic Field

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An overview about pinning control of complex networks

An overview about pinning control of complex networks

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2012 International Conference on Modelling, Identification and control, ICMIC 2012

作者： Chen, Xi Zhang, Lan Li, Wei Institute of System Engineering Huazhong University of Science and Technology Image Processing Ministry of China Wuhan Hubei 430074 China Department of Control Science and Engineering Image Processing and Intelligent Control Key Laboratory Education Ministry of China China

ISBN: (纸本)9780956715715

Synchronization and pinning control of complex networks is to regulate the agents' behavior and improve network performance. In this article, we review some recent developments in pinning control. Stability algorithms and pining strategies in different types of complex networks are presented and compared. Adaptive pinning control is also summarized. In addition, the research extended to discrete-time case is reviewed. As some related research, the development in consensus and flocking of multi-agent system are introduced briefly. At last, we give some ideas about pinning control in social networks. © 2012 Huazhong Univ of Sci & Tec.

关键词： Complex networks

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Aerial video registration combining optimal gradient filters and projective invariant

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Guangxue Jingmi Gongcheng/Optics and Precision engineering 2012年第3期20卷 651-660页

作者： Yi, Meng Guo, Bao-Long Yan, Chun-Man Institute of Intelligent Control and Image Engineering School of Electromechanical Engineering Xidian University Xi'an 710071 China

As the Harris detector can produce false and unstable corners, and obtained matching points have different accuracies in aerial video registration, an aerial video registration algorithm using optimal gradient filters and projective invariant was proposed. Firstly, a Harris detector based on optimal gradient filters was presented to determine the location of corners, and the locally most stable points were selected to be matching points. Then, the Delaunay triangulation was used to perform the initial matching. Finally, the most "useful" matching points that best satisfied the cross-ratio invariant were presented to estimate the geometry transformation and finish the image registration. Experiment results show that the proposed method by the optimal gradient filters and cross-ratio invariant can realize the registration between the frames, and the average geometric fidelity error is 0.869 for 8 sets of the unmanned video sequences with a resolution of 320 pixel×240 pixel. The method can capture moving objects effectively.

关键词： image registration

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Model reference decoupling controller design via LMI optimization

Model reference decoupling controller design via LMI optimiz...

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2012 International Conference on Modelling, Identification and control, ICMIC 2012

作者： Wang, Zhishen Zheng, Zongzhun Liu, Lei Wang, Yongji Key Laboratory of Ministry of Education for Image Processing and Intelligent Control Department of Control Science and Engineering Huazhong University of Science and Technology Wuhan China Beijing Aerospace Automatic Control Institute Beijing China

ISBN: (纸本)9780956715715

This paper proposed a H∞ based controller design method for MIMO system. We use the bound real lemma to design the controller when the reference model is given. The BMI (Bi-linear Matrix Inequality) problem is turned into a LMI (Linear Matrix Inequality) problem by congruence transformation and variables substitution. Given a decoupled reference model, the decoupling controller can be obtained by computer. We apply the method to a linearized vehicle model and the simulation results show the effectiveness of the approach. © 2012 Huazhong Univ of Sci & Tec.

关键词： MIMO systems

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Localized image Retrieval Based on Interest Points

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Procedia engineering 2012年 29卷 3371-3375页

作者： Meng Fanjie Guo Baolong Wu Xianxiang Institute of Intelligent Control & Image Engineering Xidian University Xi’an 710071 China

This paper proposes a novel method for content-based image retrieval based on interest points. Interest points are detected from the scale and rotation normalized image. Then the normalized image is divided into a series of sector sub-regions with different area according to the distribution of interest points. With robustness to the image's rotation, scale and translation, local features of every sector sub-region are extracted to describe the image and make the similarity measure. In the relevant feedback phase, images are regarded as multi-instance (MI) bags, and the MI learning algorithm is employed to compute the target image feature. Finally, the similarity is recalculated. Experimental results show that our method can effectively describe the image, and obviously improve the average retrieval precision.

关键词： content-based image retrieval interest points multi-instance learning relevant feedback

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An overview of Hierarchical Temporal Memory: A new neocortex algorithm

An overview of Hierarchical Temporal Memory: A new neocortex...

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2012 International Conference on Modelling, Identification and control, ICMIC 2012

作者： Chen, Xi Wang, Wei Li, Wei Institute of System Engineering Huazhong University of Science and Technology Education Ministry of China Wuhan Hubei 430074 China Department of Control Science and Engineering Image Processing and Intelligent Control Key Laboratory Education Ministry of China China

ISBN: (纸本)9780956715715

The overview presents the development and application of Hierarchical Temporal Memory (HTM). HTM is a new machine learning method which was proposed by Jeff Hawkins in 2005. It is a biologically inspired cognitive method based on the principle of how human brain works. The method invites hierarchical structure and proposes a memory-prediction framework, thus making it able to predict what will happen in the near future. This overview mainly introduces the developing process of HTM, as well as its principle, characteristics, advantages and applications in vision, image processing and robots movement, some potential applications by using HTM, such as thinking process, are also put forward. © 2012 Huazhong Univ of Sci & Tec.

关键词： Forecasting

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