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Modeling nonlinear systems: An approach of boosted linguistic models

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Kwak, Keun-Chang Pedrycz, Witold Chun, Myung-Geun Dept. of Electrical and Computer Engineering University of Alberta Edmonton Alta. T6G 2V4 Canada School of Electrical and Computer Engineering Chungbuk National University Cheongju 361-763 Korea Republic of

ISBN: (纸本)9783540283317

We present a method of designing the generic linguistic model based on boosting mechanism to enhance the development process. The enhanced model is concerned with linguistic models being originally proposed by Pedrycz. Based on original linguistic model, we augment it by a bias term. Furthermore we consider the linguistic model as a weak learner and discuss the underlying mechanisms of boosting to deal with the continuous case. Finally, we demonstrate that the results obtained by the boosted linguistic model show a better performance than different design schemes for nonlinear system modeling of a pH neutralization process in a continuous stirred-tank reactor (CSTR). © Springer-Verlag Berlin Heidelberg 2005.

关键词： Nonlinear systems

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Efficient reconstruction of phylogenetic networks with constrained recombination 2

Efficient reconstruction of phylogenetic networks with const...

引用

2nd international computational systems bioinformatics conference

作者： Gusfield, D Eddhu, S Langley, C Univ Calif Davis Dept Comp Sci Davis CA 95616 USA

ISBN: (纸本)0769520006

A phylogenetic network is a generalization of a phylogenetic tree, allowing structural properties that are not treelike. With the growth of genomic data, much of which does not fit ideal tree models, there is greater need to understand the algorithmics and combinatorics of phylogenetic networks [10, 11]. However, to date, very little has been published on this, with the notable exception of the paper by Wang et al.[12]. Other related papers include [4, 5, 7] We consider the problem introduced in [12], of determining whether the sequences can be derived on a phylogenetic network where the recombination cycles are node disjoint. In this paper, we call such a phylogenetic network a "galled-tree". By more deeply analysing the combinatorial constraints on cycle-disjoint phylogenetic networks, we obtain an efficient algorithm that is guaranteed to be both a necessary and sufficient test for the existence of a galled tree for the data. If there is a galled-tree, the algorithm constructs one and obtains an implicit representation of all the galled trees for the data, and can create these in linear time for each one. We also note two additional results related to galled trees: first, any set of sequences that can be derived on a galled tree can be derived on a true tree (without recombination cycles), where at most one back mutation is allowed per site;second, the site compatibility problem (which is NP-hard in general) can be solved in linear time for any set of sequences that can be derived on a galled tree. The combinatorial constraints we develop apply (for the most part) to node-disjoint cycles in any phylogenetic network (not just galled-trees), and can be used for example to prove that a given site cannot be on a node-disjoint cycle in any phylogenetic network. Perhaps more important than the specific results about galled-trees, we introduce an approach that can be used to study recombination in phylogenetic networks that go beyond galled-trees.

关键词： bioinformatics

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Weighted fuzzy queries in relational databases

引用

2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Zhang, Ying-Chao Chen, Yi-Fei Ye, Xiao-Ling Zheng, Jie-Liang Dept. of Information and Communication Nanjing University of Information Sciences and Technology Nanjing 210044 China

ISBN: (纸本)9783540283317

In most of fuzzy querying systems, items in query conditions are assumed to carry equal importance, although it might not actually to be the case. Issues for expressing users' preferences to query conditions are presented here. Relative importance between query items is introduced. Standard SQL is extended to express weighted fuzzy queries, such as sub-queries, multi-table queries;set-oriented queries etc. which make the existing relational database systems more flexible and more intelligent to users. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Relational database systems

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A balanced model reduction for T-S fuzzy systems with integral quadratic constraints

A balanced model reduction for T-S fuzzy systems with integr...

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Yoo, Seog-Hwan Choi, Byung-Jae School of Electronic Engineering Daegu University Korea Republic of

ISBN: (纸本)9783540283126

This paper deals with a balanced model reduction for a class of nonlinear systems with integral quadratic constraints(IQC's) using a T-S(Takagi-Sugeno) fuzzy approach. We define a generalized controllability Gramian and a generalized observability Gramian for a stable T-S fuzzy systems with IQC's. We obtain a balanced state space realization using the generalized controllability and observability Gramians and obtain a reduced model by truncating not only states but also IQC's from the balanced state space realization. We also present an upper bound of the approximation error. The generalized controllability Gramian and observability Gramian can be computed from solutions of linear matrix inequalities. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Fuzzy control

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2nd international Workshop on Grid Computing, GRID 2001

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2nd international Workshop on Grid Computing, GRID 2001

ISBN: (纸本)3540429492

The proceedings contain 17 papers. The special focus in this conference is on Object Middleware, Resource Discovery and Management. The topics include: Grid application design using software components and web services;design and implementation of a CORBA commodity grid kit;towards high performance CORBA and MPI middlewares for grid computing;an integrated grid environment for component applications;high performance knowledge discovery on the grid;on fully decentralized resource discovery in grid environments;an adaptive service grid architecture using dynamic replica management;identifying dynamic replication strategies for a high-performance datagrid;resource co-allocation on the computational grid;a computational grid-wide queuing system;a scheduling model for grid computing systems;encapsulated approaches to grid service architecture;a methodology for account management in grid computing environments;a framework for authorization, accounting policy specification and evaluation in grids;predicting and monitoring grid application behavior;production-level distributed parametric study capabilities for the grid and the DO experiment data grid.

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A three-step preprocessing algorithm for minimizing e-mail document's atypical characteristics

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Jeong, Ok-Ran Cho, Dong-Sub Department of Computer Science and Engineering Ewha Womans University 11-1 Daehyun-dong Seodaemun-ku Seoul 120-750 Korea Republic of

ISBN: (纸本)9783540283317

Documents that are widely in use today included many atypical characteristics. In particular, non-standardization appears more frequently in e-mail documents than other documents due to the extensive use of informal expressions such as slang and abbreviation. Automatic document classification may differ significantly according to the characteristics of documents that are subject to classification, as well as classifier's performance. We suggest a three-step preprocessing algorithm by stages for accurate automatic classification for each e-mail category. This research identifies e-mail document's characteristics to apply a three-step preprocessing algorithm that can minimize e-mail document's atypical characteristics. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Information retrieval systems

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2nd international Workshop on Formal Approaches to Agent-Based systems, FAABS 2002

2nd International Workshop on Formal Approaches to Agent-Bas...

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2nd international Workshop on Formal Approaches to Agent-Based systems, FAABS 2002

ISBN: (纸本)9783540406655

The proceedings contain 36 papers. The special focus in this conference is on Formal Approaches to Agent-Based systems. The topics include: A state chart framework for agent roles that captures expertise and learns improved behavior;formal specification of interaction in agent societies;formal verification for a next-generation space shuttle;towards interaction protocol operations for large multi-agent systems;formal modeling and supervisory control of reconfigurable robot teams;computational models for multiagent coordination analysis;bounded model checking for interpreted systems;verifiable middleware for secure agent interoperability;distributed implementation of a connection graph based on cylindric set algebra operators;using state charts and modal logics to model multiagent plans and transactions;an implementation language for agents with advanced reasoning capabilities;a model for conformance testing of mobile agents in a MASIF framework;analysis of a phase transition in a physics-based multiagent system;taking intelligent agents to the battlefield;naval applications of secure multi-agent technology;using xml for interprocess communications in a space situational awareness and control application;challenges arising from applications of agent-based system;tools and education towards formal methods practice;evaluating agent-based modeling as a tool for economists;towards a formal representation of driving behaviors;formal analysis of an agent-based medical diagnosis confirmation system and agent programming in dribble.

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Fuzzy patterns in multi-level of satisfaction for MCDM model using modified smooth S-curve MF

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Vasant, Pandian Bhattacharya, A. Barsoum, N.N. EEE Program Research Lecturer Universiti Teknologi Petronas BSI 31750 Tronoh Malaysia Examiner of Patents and Designs Patent Office M.S.O. Building Kolkata Nizam Palace 2nd Kolkata - 700 020 West Bengal India School of Electrical and Electronic Engineering Curtin University of Technology Sarawak Australia

ISBN: (纸本)9783540283317

Present research work relates to a methodology using modified smooth logistic membership function (MF) in finding out fuzzy patterns in multi-level of satisfaction (LOS) for Multiple Criteria Decision-Making (MCDM) problem. Flexibility of this MF in applying to real world problem has been validated through a detailed analysis. An example elucidating an MCDM model applied in an industrial engineering problem is considered to demonstrate the veracity of the proposed methodology. The key objective of this paper is to guide decision makers (DM) in finding out the best candidate-alternative with higher degree of satisfaction with lesser degree of vagueness under tripartite fuzzy environment. The approach presented here provides feedback to the decision maker, implementer and analyst. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Fuzzy sets

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Method to balance the communication among multi-agents in real time traffic synchronization

Method to balance the communication among multi-agents in re...

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Weigang, Li Dib, Marcos Viniácius Pinheiro De Melo, Alba Cristina Magalhães Department of Computer Science University of Brasilia Brasilia-DF CEP 70910-900 Brazil Politec Informatic Ldta Brasilia-DF Brazil

ISBN: (纸本)9783540283126

A method to balance the communication among Multi-Agents in real time traffic synchronization is proposed in this research. The paper presents Air Traffic Flow Management (ATFM) problem and its synchronization property. For such a complex problem, combing grid computing with multi-agent coordination techniques to improve ATFM computational efficiency is the main objective of actual research. To demonstrate the developed model - ATFM in Grid Computing (ATFMGC), the grid architecture, the basic components and the relationship among them are described. At the same time, the function of agents (tactical planning agent etc.), their knowledge representation and inference processes are also discussed. As criteria to measure the effective to reduce quantity of the communication among agents and the delay of the flights, Standard of Balancing among Agents (SBA) is used in the analysis. The simulation shows the efficiency of the developed model and successful application in the case study. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Multi agent systems

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Fuzzy sliding mode control for uncertain nonlinear systems

Fuzzy sliding mode control for uncertain nonlinear systems

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2nd international conference on Fuzzy systems and Knowledge Discovery, FSKD 2005

作者： Qu, Shao-Cheng Wang, Yong-Ji Department of Control Science and Engineering Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9783540283126

The novel fuzzy sliding mode control problem is presented for a class of uncertain nonlinear systems. The Takagi-Sugeno (T-S) fuzzy model is employed to represent a class of complex uncertain nonlinear system. A virtual state feedback technology is proposed to design the sliding mode plane. Based on Lyapunov stability theory, sufficient conditions for design of the fuzzy sliding model control are given. Design of the sliding mode controller based on reaching law concept is developed, which to ensure system trajectories from any initial states asymptotically convergent to sliding mode plane. The global asymptotic stability is guaranteed. A numerical example with simulation results is given to illustrate the effectiveness of the proposed method. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Fuzzy control

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