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Research of multi-agent system model and learning method

Research of multi-agent system model and learning method

引用

6th international conference on Parallel and distributed computing, Applications and Technologies, PDCAT 2005

作者： Zhang, Yong-Mei Han, Yan Dept. of Electronic and Information Engineering North University of China 030051 China Dept. of Computer Science and Technology North University of China 030051 China

ISBN: (纸本)0769524052

Learning ability and system model are key characteristics of agents, especially in multi-agent environment. Define logical grammar, semantic rule and important properties of agents, and establish a multi-agent robot system model M based on the criterion L. Propose a hybrid intelligent multi-agent cooperation learning algorithm to overcome the limitation of individual and group study. Present experiment conclusions on the basis of the model of special assembly robot. Experiment results show that the applications of the model and learning algorithm to the robot assembly system have obviously improved individual technology and team collaboration, and the distributed control mode can enhance reliability of the system. ©2005 IEEE.

关键词： Learning systems

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A study on privacy-related considerations in ubiquitous computing environment (a focus on context aware environment applied in intelligent technology)

A study on privacy-related considerations in ubiquitous comp...

引用

9th international conference on Knowledge-Based intelligent Information and Engineering Systems, KES 2005

作者： Kang, Jang Mook Jung, Jo Nam Cha, Jae-Sang Lee, Chun Su Dept. of Computer Engineering Seokyeong University 16-1 Jung-Ryung dong Seoul Korea Republic of Dept. of Computer Science and Information Engineering Inha University 253 Yong-Hyun dong Incheon Korea Republic of Dept. of Institute for Business Research and Education Korea University 1 5-ga Anam-dong Seoul Korea Republic of

It is said that the UC(Ubiquitous computing) Environment will be come by the technological revolution in the future. this paper firstly points out the problem that engineer thinks that Ubiquitous computing connected to network have become more complexes and distributed, but most system-related research is still focused on the 'performance' or 'efficiency'. And that most studied papers in privacy have been focused on encryption technology and protocols for securing the personal information data transaction. this paper secondly points out the problem that law-related researcher thinks that law can controller technology beyond human control. Today, due to the complexity of the problem, new privacy-related research based on total solution is integrative needed to consider laws, technology, economy, norms and so on. this paper will focus on analysis about Privacy in Ubiquitous computing Environment and total protection considerations on privacy. We present new privacy-related considerations in UC (Ubiquitous computing) Environment, point out the mechanism which new re-design privacy concept (protection scope) is affected from the UC (Ubiquitous computing) Environment and provide the total considerations for Privacy protection especially personal information protection by improve the intelligent technology applied in context aware technology. © Springer-Verlag Berlin Heidelberg 2005.

关键词： distributed database systems

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Researching of HLA-based collaborative simulation intelligent evaluation system

Researching of HLA-based collaborative simulation intelligen...

引用

Asia Simulation conference/6th international conference on System Simulation and Scientific computing

作者： Guo, B Fan, WH Xiong, GL Shi, HG Chang, XM Tsing Hua Univ ERC CIMS Beijing 100084 Peoples R China

ISBN: (纸本)7506278413

distributed simulation technology is evolving continually from early 1980 to the present day, and a series of specifications and protocols have been made. there are a number of research issues which are raised by HLA-based collaborative simulation. As there is the lack of architecture of collaborative simulation evaluation method which serves during the whole process of simulation execution, this paper presents a framework of HLA-based collaborative simulation intelligent evaluation system. Firstly, scenario evaluation method based on Expert System is present. Secondly, run-time evaluation technology are proposed to watch simulation execution and help to optimize mode of data traffic. thirdly, this paper presents a approach to flexibly collect data, and flexibly realize various evaluation algorithms. Finally, this paper illuminates the prototype of the intelligent evaluation system and its application in an warship simulation system.

关键词： high level architecture collaborative simulation expert system data collection

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Multi-agent systems in distributed energy networks

Multi-agent systems in distributed energy networks

引用

9th World Multi-conference on Systemics, Cybernetics and Informatics, WMSCI 2005

作者： Platt, Glenn James, Geoff CSIRO Division of Energy Technology PO Box 330 Newcastle NSW 2300 Australia CSIRO ICT Centre Locked Bag 17 North Ryde NSW 1670 Australia

ISBN: (纸本)9806560612

An agent-based management and control system is being developed to enable large-scale deployment of distributed energy resources. Local intelligent agents will allow consumers who are connected at low levels in the distribution network to manage their energy requirements and participate in aggregated responses to network stimuli. Such responses can ease the volatility of wholesale electricity prices and assist constrained networks during summer and winter demand peaks. Coordination of loads and distributed generators is shown in simulation, and hardware trials relevant to industrial applications are described.

关键词： distributed power generation

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Planning enhanced grid workflow management system based on agent

引用

6th international conference on Web -Age Informational Management

作者： Cao, L Li, ML Cao, J Li, Y Shanghai Jiao Tong Univ Dept Comp Sci & Engn Shanghai 20030 Peoples R China

ISBN: (纸本)3540292276

Grid computing is becoming a mainstream technology for large-scale distributed resource sharing and system integration. Workflow management is emerging as one of the most important grid services. In this paper, we present a planning enhanced grid workflow management system based on agent (AGWMS). AGWMS has a four-layer architecture. the agent layer makes the system more robust, flexible and intelligent. Artificial intelligence (AI) planning technology is utilized in the system to build the agent plans automatically. the adapter layer makes it easy that AGWMS invokes external applications. Our planning enhanced AGWMS is a novel one.

关键词： distributed computer systems

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Towards efficient selection of Web services with reinforcement learning process

Towards efficient selection of Web services with reinforceme...

引用

international conference on Tools for Artificial Intelligence (ICTAI)

作者： Dongjun Cai Zongwei Luo Kun Qian Yang Gao Department of Computer Science University of Hong Kong Hong Kong China E-business Technology Institute University of Hong Kong Hong Kong China Department of Computer Science Nanjing University Nanjing China

As an emerging technology for implementing Web services over the Internet, mobile agent model has several advantages over the traditional RFC model. However, with the popularity of distributed networks (e.g. Internet), Web service providers tend to rely on external resources to complete certain tasks. this definitely increases the difficulty in locating appropriate service providers according to clients' requirements in the new scenario. To address this issue, we propose a reinforcement learning process based on the mobile agent model, which makes agents more efficient and intelligent in selecting Web service providers. Finally, an implementation of our prototype is presented

关键词： Web services Learning Mobile agents Web and internet services Computer science Simple object access protocol Standards development Computer networks distributed computing intelligent agent

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Ontology-based 3d body scanning data sharing system

Ontology-based 3d body scanning data sharing system

引用

6th international conference on Parallel and distributed computing, Applications and Technologies, PDCAT 2005

作者： Xinjuan, Zhu Xin, Zhang College of Computer Science Xi'an University of Engineering Science and Technology Xi'an Shannxi 710048 China Shannxi Apparel Functional Research Center Xi'an Shannxi 710048 China

ISBN: (纸本)0769524052

this paper is aims at heterogeneity between local three-dimensional body scanning database, presents a sort of data sharing, publishing and retrieving system architecture and approach over heterogeneous three-dimensional body scanning data sets distributed over Internet. the system mainly involve three-dimensional body scanning and apparel domain ontology model, domain rule database, an intelligent and semantic query engine, query facts database, analysis tools, maintenance and interface components etc. We constructed our three-dimensional body scanning database system and produced a standard model in our sharing web sit system according its ontology model. the proposed system can effective overcome the structure and semantic heterogeneity of local three-dimensional body scanning database. © 2005 IEEE.

关键词： Database systems

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A genetic information based load redistribution approach including high-response time in distributed computing system

A genetic information based load redistribution approach inc...

引用

9th international conference on Knowledge-Based intelligent Information and Engineering Systems, KES 2005

作者： Lee, Seong Hoon Lee, Dongwoo Lee, Wankwon Cho, Hyunjoon Department of Computer Science Cheonan University 115 Anseo-dong Cheonan Choongnam 330-180 Korea Republic of Department of Computer Science Woosong University 17-2 Jayang-dong dong-ku Daejon 300-718 Korea Republic of School of Information Technology and Engineering Jeonju University 1200 3rd Street Hyoja-dong Wansan-Koo Jeon-Ju Chonbuk Korea Republic of

ISBN: (纸本)3540288945

Load redistribution algorithm is a critical element in distributed system. We propose a new load redistribution algorithm based on genetic information to obtain high response time in distributed systems. Under sender-initiated load redistribution algorithms, the sender continues to send unnecessary request messages for load transfer until a receiver is found while the system load is heavy. Because of these unnecessary request messages, it results in inefficient communications, low cpu utilization, and low system throughput. this algorithm decreases response time and increases acceptance rate. © Springer-Verlag Berlin Heidelberg 2005.

关键词： distributed computer systems

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Agent technology and scientific workflow management in an e-science environment

Agent technology and scientific workflow management in an e-...

引用

international conference on Tools for Artificial Intelligence (ICTAI)

作者： Zhiming Zhao A. Belloum P. Sloot B. Hertzberger Informatics Institute University of Amsterdam Amsterdam Netherlands

In e-science environments, scientific workflow management systems (SWMS) hide the integration details among grid resources and allow scientists to prototype an experimental computing system at a high level of abstraction. However, the development of an effective SWMS requires profound knowledge on both application domains and the network programming, and is often time consuming. Agent technologies provide suitable solutions to decompose the control intelligence of flow execution and to encapsulate distributed e-science resources. the work presented in this paper is conducted in the context of the Dutch Virtual Laboratory for e-science (VL-e) project. Agent technologies are proposed to realize generic workflow support

关键词： Environmental management technology management Runtime intelligent control Middleware Knowledge management Informatics Workflow management software Prototypes Laboratories

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Proceedings Sixth international conference on Software Engineering, Artificial Intelligence, Networking and Parallel/distributed computing and First ACIS international Workshop on Self-Assembling Wireless Networks SNPD/SAWN 2005

Proceedings Sixth International Conference on Software Engin...

引用

6th international conference on Software Engineering, Artificial Intelligence, Networking and Parallel/distributed computing and 1st ACIS international Workshop on Self-Assembling Wireless Networks, SNPD/SAWN 2005

ISBN: (纸本)0769522947

the proceedings contain 71 papers. the topics discussed include: soft computing algorithms applied to the segmentation of nerve cell images;pattern recognition based on time-frequency distributions of radar micro-Doppler dynamics;a quantitative software quality evaluation model for the artifacts of component based development;a new approach to software requirements elicitation;using data mining technology to design an intelligent CIM system for IC manufacturing;data mining for imprecise temporal associations;analysis of breast cancer using data mining and statistical techniques;analyzing the conditions of coupling existence based on program slicing and some abstract information-flow;a study of model layers and reflection;a general scalable implementation of fast matrix multiplication algorithms on distributed memory computers;error prediction for multi-classification;an integer support vector machine;and layered neural networks computations.

关键词： Software engineering

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