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检索条件"任意字段=International Conference on Machine Learning and Computing（ICMLC 2009）"

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Scenario-based agent design

Scenario-based agent design

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Zhen-Jie Wang Peng Ding Huan-Ye Sheng Department of Computer Science and Engineering Shanghai JiaoTong University Shanghai China

ISBN: (纸本)0780378652

Application designers, such as non-computer professionals, cannot directly describe interaction by agent communication languages (e.g., KQML and FIPA ACL) for designing proper applied agents. To bridge the gap between agents and their social usage, Q language - a scenario description language for describing interaction among agents and users is emerging. In order to explore Q language's capability in real agent environment, we applied it in the fields such as semantic information searching on the semantic web and agent-mediated negotiation in e-commerce.

关键词： Bridges Semantic Web Communication standards Protocols Functional programming Java Computer science Design engineering Application software Distributed computing

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The rationality of agents and the weak realism constraint for intentions

The rationality of agents and the weak realism constraint fo...

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Shan-Li Hu Chun-Yi Shi Xiu-Dan Fang Department of Computer Science and Technology Fuzhou University Fuzhou China Laboratory of Computer Science Institute of Software Chinese Academy and Sciences Beijing China Department of Computer Science and Technology Tsinghua University Beijing China

ISBN: (纸本)0780378652

This paper first explores the differences of the attitude of mind, especially desires, between rational agents and human beings. It argues that the desires of rational agents must be consistent, although those of human beings may be inconsistent. Later, it discusses the weak realism constraint for intentions and points out that the existing formalizations are unable to exactly describe the features of intentions due to their shortcomings. In order to overcome these drawbacks, it introduces the parameter of time and the possibility of operator to propose a more exact formal representation for intentions and the relationship between intentions and beliefs.

关键词： Humans Computer science Cognition Software systems Environmental management Embedded computing machine learning Cybernetics

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Agent-based automated compatibility software test for NLSF

Agent-based automated compatibility software test for NLSF

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Liang Liu Xing-She Zhou Jian-Hua Gu Zhi-Yi Yang Computer Science & Engineering School Northwestern Polytechnical University Xi'an Shanxi China

ISBN: (纸本)0780378652

Automated software test is often viewed as a cure-all that instantly reduces test cost and effort. However, without up-front planning and infrastructure design, automated tests can quickly become difficult to create and maintain, and automated software test programs nothing than garbage. This paper first discusses the requirements and challenges in developing automated software test system for network load sharing facility (NLSF) compatibility. Then this paper brings forward an adaptive multi-agent-based software test system. The architecture of the system and interaction of the system and NSLF is discussed in details. By the work of the two parts, this paper tries to research how to initiate a successful automation test and how to implement it for a large distributed computing system.

关键词： Automatic testing Software testing System testing Software systems Automation Costs Software maintenance Computer architecture Distributed computing Software quality

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An improved genetic algorithm with variable population-size and a PSO-GA based hybrid evolutionary algorithm

An improved genetic algorithm with variable population-size ...

引用

international conference on machine learning and Cybernetics (icmlc)

作者： X.H. Shi L.M. Wan H.P. Lee X.W. Yang L.M. Wang Y.C. Liang College of Computer Science and Technology Jilin University Changchun China The 8th Research Institute of Air Force Beijing China Institute of High Performance Computing Singapore Singapore Department of Applied Mathematics South China University of Technology Guangzhou China

This paper presents an improved genetic algorithm with variable population-size (VPGA) inspired by the natural features of the variable size of the population. Based on the VPGA and the particle swarm optimization (PSO) algorithms, this paper also proposes a novel hybrid approach called PSO-GA based hybrid evolutionary algorithm (PGBHEA). Simulations show that both VPGA and PGBHEA are effective for the optimization problem.

关键词： Genetic algorithms Evolutionary computation Particle swarm optimization Computational modeling Biological cells Educational institutions Computer science High performance computing Mathematics Data structures

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Representation and evaluation of hierarchical knowledge in formal ontologies

Representation and evaluation of hierarchical knowledge in f...

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Chun-Xia Zhang Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0780378652

Ontological engineering methodologies have focused on the management of the whole ontology development process. However, there is a corresponding need to provide ideas and guidelines to represent and evaluate the knowledge, especially, the hierarchical knowledge. In this paper, we propose building principles of hierarchical knowledge, and identify different types of relations between categories (same relation, proper including relation, intersectional relation, compatible and parallel relation, disparate relation, contradicted relation, and opposite relation), and presents an approach to evaluate the correctness of hierarchical knowledge based on different types of attributes of categories. We also address an application of this approach to building and evaluating the hierarchical knowledge of archaeological domain.

关键词： Ontologies Engineering management Guidelines Buildings Humans Laboratories Information processing Computers Technology management Knowledge engineering

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Theoretical research on the distributed construction of concept lattices

Theoretical research on the distributed construction of conc...

引用

international conference on machine learning and Cybernetics (icmlc)

作者： yun Li Zong-Tian Liu Xia-Jiong Shen Qiang Wu Yu Qiang School of Computer Shanghai University Shanghai China School of Information Engineering Yangzhou University Jiangsu China

ISBN: (纸本)0780378652

The method of concept lattice building is one of the most important contents in the formal concept analysis. Concept lattice is corresponding with the formal context, so the distributed treatment of concept lattice certainly relates to some operations such as the decomposition and combination of context. This paper defines the horizontal and vertical combination operations in formal contexts and discusses three relations between same-field formal contexts, then especially present a novel similarity method to convert the inconsistent contexts into independent or consistent contexts. This paper also defines some basic operations among concepts and proves that the concept lattice of sub-contexts vertically combined is isomorphic to the union of sub-lattices of these sub-contexts in same-field and consistent contexts, which establishes the theoretical foundation for the distributed construction of concept lattices.

关键词： Lattices Information analysis Artificial intelligence Buildings Computer networks Concurrent computing Distributed computing Data analysis Information retrieval Databases

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An architecture for intrusion detection using honey pot

An architecture for intrusion detection using honey pot

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Zhi-Hong Tian Bin-Xing Fang Xiao-Chun Yun National Computer Information Content Security Key Laboratory Harbin Institute of Technology Harbin Heilongjiang China National Computer Network and Information System Security Administration Center Beijing China

ISBN: (纸本)0780378652

The most common shortcomings in the existing intrusion detection systems (IDSs) are information overload, unknown attacks, false positives and false negatives. We present the design of AAIDHP (an architecture for intrusion detection using honey pot). This approach solves the problems previously mentioned. As a component, the honey pot cooperates with IDS, which increases flexibility, configurability and security of IDS. We also present the definition of the honey pot, the description of this approach and a discussion of design and implementation issues.

关键词： Intrusion detection Computer security Information security Distributed computing Production Telecommunication traffic Computer architecture Computer networks Protection Laboratories

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Research on time warp mechanism in HLA

Research on time warp mechanism in HLA

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Hai-Rong Yan Ya-Chong Zhang Guo-Ji Sun Lian-Jiong Zhong Xi''an Jiaotong University Xi'an China Department of Compr Sci& Engr Xi''an Institute of Technology Xi'an China

ISBN: (纸本)0780378652

HLA (high level architecture) components initiative intends to have a high level of interoperability among simulations and allows maximum components reusability. However, to time warped algorithm, the RTI (runtime infrastructure) servers are difficult to use. This paper outlines two methods in HLA to help optimist federates perform rollback procedures when needed, the common way and the computational reflection way, to implement the mechanism and then to compare them. In the common way, the optimistic federate programming task is heavy, while in using the last way it increases flexibility by adding meta-object, and decreasing programming complexity. The conclusion is, we can add the computational reflection techniques to the HLA time management, and strengthen HLA in optimistic synchronization schemes in parallel and distributed simulation.

关键词： Computational modeling Time warp simulation Discrete event simulation Computer architecture Runtime Reflection Scheduling Optimization methods Concurrent computing Distributed computing

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The UPFC intelligent control system based on human-simulated intelligent control

The UPFC intelligent control system based on human-simulated...

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Zhong Chen Wei Yan Guo-Yu Xu Guan-Jie Wang College of Electrical-Engineering Chongqing University Chongqing China Changsha University of Science and Technology Changsha Hunan China

ISBN: (纸本)0780378652

Through analyzing the architecture of UPFC control system and the common control strategies in existence, this paper describes the nonlinear and strong coupling characters in these control strategies. Based on the important offshoot of intelligent control theory - human-simulated intelligent control (HSIC), it proposes the intelligent control system architecture design of UPFC, meantime divides the whole system into two subsystems: nonlinear subsystem and linear servo subsystem to solve the nonlinear and strong coupling problem in control process.

关键词： Intelligent control Control systems Nonlinear control systems Power system control Power systems Voltage control Couplings Power system modeling Power system analysis computing Load flow

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Stability analysis of the brain-state-in-a-box (BSB) neural networks with delay

Stability analysis of the brain-state-in-a-box (BSB) neural ...

引用

international conference on machine learning and Cybernetics (icmlc)

作者： Shen-Shan Qiu E.C.C. Tsang D.S. Yeung Xi-Zhao Wang Machine Leaming Center Hebei University Baoding China Department of Computing Hang Kong Polytechnic University Hong Kong China

In this paper we discuss the dynamic properties of a family of brain-state-in-a-box (BSB) models with delay. We have performed a detailed stability analysis of this network and found that under proper assumptions when the connection weight matrix of this network is strongly row diagonal dominant or non-symmetric, the relationships among the extreme point, equilibrium points and stable points in this network can be obtained. Theoretical analysis demonstrates that the BSB with delay performs much better than the original BSB in updating to an extreme point.

关键词： Stability analysis Biological neural networks Associative memory Prototypes Brain modeling Delay Artificial neural networks Mathematics Computer science Mathematical model

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