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Research on reliability evaluation of series systems with optimization algorithm

Research on reliability evaluation of series systems with op...

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Yu-Hui Xu Wei-Jin Jiang Yu-Sheng Xu Department of Information & Computing Science Zhuzhou Institute of Technology Zhuzhou China Department of Computer Zhuzhou Institute of Technology Zhuzhou China College of Mechanical Engineering and Applied Electronics Beijing University of Technology Beijing China

The failure probability of a system can be expressed as an integral of the joint probability density function within the failure domain defined by the limit state functions of the system. Generally, it is very difficult to solve this integral directly. The evaluation of system reliability has been the active research area. Some methods were developed to solve system reliability analysis, such as Monte Carlo method, importance sampling method, bounding techniques and probability network evaluation technique (PNET). This paper presents the implementation of several optimization algorithms, modified method of feasible direction (MFD), sequential linear programming (SLP) and sequential quadratic programming (SQP), in order to demonstrate the convergence abilities and robust nature of the optimization technique when applied to series system reliability analysis. Examples taken from the published references were calculated and the results were compared with the answers of various other methods and the exact solution. Results indicate the optimization technique has a wide range of application with good convergence ability and robustness, and handle problems under generalized conditions or cases.

关键词： Reliability Monte Carlo methods Optimization methods Robustness Probability density function Linear programming Quadratic programming Algorithm design and analysis Educational institutions Mechanical engineering

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A novel adaptive transfer method oriented global distributed storage system

A novel adaptive transfer method oriented global distributed...

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International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Wei-Jin Jiang Yu-Hui Xu Yu-Sheng Xu Department of Computer Zhuzhou Institute of Technology Zhuzhou China Department of Information & Computing Science Zhuzhou Institute of Technology Zhuzhou China College of Mechanical Engineering and Applied Electronics Beijing University of Technology Beijing China

The efficiency of transferring a pack of small-sized flies or a large-sized file is very low in FTP based file transfer system. To solve this problem, we have studied the optimized method of different types of file transfer and present an adaptive transfer algorithm. Based on this algorithm. We design and implement the file transfer subsystem of global distributed storage system.

关键词： Distributed computing Sockets Prototypes Packaging Adaptive systems Educational institutions Mechanical engineering Optimization methods Environmental management Positron emission tomography

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A novel data mining algorithm based on ant colony system

A novel data mining algorithm based on ant colony system

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International Conference on Machine Learning and Cybernetics (ICMLC)

Data mining has become of great importance owing to ever-increasing amounts of data collected by large organizations. This paper propose an data mining algorithm called ant-miner (I),which is based on an improvement of ant colony system (ACS) algorithm. Experimental results show that ant-miner (I) has a higher predictive accuracy and much smaller rule list than the original ant-miner algorithm.

关键词： Data mining Classification algorithms Machine learning algorithms Accuracy Machine learning Databases Partitioning algorithms Educational institutions Mechanical engineering Electronic mail

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A Novel Model Based on Negotiation Axiom System of Capability

A Novel Model Based on Negotiation Axiom System of Capabilit...

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

With the information explosion speeds up the increasing of computing complexity rapidly, the traditional centralized computing patterns are under great pressure to process those large-scale distributed information. However, the agent-based computation and high-level interaction protocols foster the modern computation and distributed information processing successfully. The multi-agent system (MAS) plays an important role in the analysis of the human-interaction theory and model building. This study focuses on the formal description of MAS, the conflict-resolving mechanisms and the negotiation in MAS. In this paper, we present a formalism for reasoning about the interaction of multi-agent system, which is MAS model based on negotiation axiom system of capability and thought (CTN system). We first present the semantic frame and define the global states, the class of the CTN system, the running and reachable states for the CTN system. Then we present the axiomatic of negotiating logic. We also prove the Logical Consistency and Completeness of the CTN system and discuss the conflict-resolving mechanisms. The semantic of CTN model is intuitive, rational and natural, and the CTN model is a formal description by integrated the ability and thought status of Agent.

关键词： Logic Distributed computing Multiagent systems Educational institutions Mechanical engineering Electronic mail Explosions Large-scale systems Protocols Information processing

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Specifying transformation sequences as computation on program fragments with an abstract attribute grammar

Specifying transformation sequences as computation on progra...

引用

IEEE International Workshop on Source Code Analysis and Manipulation

作者： M. Schordan D. Quinlan Institute of Computer Languages University of Technology Vienna Vienna Austria Centre for Applied Scientific Computing Lawrence Livemore National Laboratory Livermore CA USA

We present a grammar based approach for specifying a transformation as a sequence of transformation operations that operate on an intermediate representation. The transformation sequence is specified in the semantic actions of an abstract attribute grammar. The mapping between the object-oriented design of the intermediate representation and the abstract grammar directly reflects the object-oriented design in the structure of the grammar. It has properties that permit utilizing grammar based tools at arbitrary abstraction levels of the language representation. The program fragments can be both source strings and fragments of the intermediate representation that can be used interchangeably in the specification. We demonstrate the applicability of the approach by using available attribute grammar tools and the source-to-source infrastructure ROSE for specifying and performing transformations of C+ + programs. The results of data flow analysis tools using fixed point algorithms is integrated as available attributes that can be used for enabling or disabling transformation sequences. With the abstract attribute grammar the transformation is computed as an attribute value that represents a sequence of restructure operations. The composition of different transformation sequences permits the reuse of sub-transformation specifications. Eventually we discuss the correspondence to rewrite tools permitting a pattern based restructuring of the program representation.

关键词： Large-scale systems Libraries Computer languages Scientific computing Laboratories Data analysis Algorithm design and analysis Optimizing compilers Conferences

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A roadmapping framework for technology-enhanced professional training 8

A roadmapping framework for technology-enhanced professional...

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8th IFIP World Conference on Computers in Education, WCCE 2005

作者： Kamtsiou, V. Koskinen, T. Stergioulas, L.K. Division of Applied Technologies National Centre for Scientific Research-Demokritos Athens Greece Learning Institute Dipoli Helsinki University of Technology POB 8000 HUT02015 Finland Department of Information Systems and Computing Brunel University Kingston Lane Uxbridge MiddlesexUB8 3PH United Kingdom

ISBN: (纸本)1920017119

This paper presents an overview of roadmapping methodologies and introduces a recent initiative to develop a roadmap for technology-enhanced professional training, as part of the European IST PROLEARN Network of Excellence. A detailed presentation of the roadmapping phases is given and the nature and context of the anticipated results are outlined. The proposed methodology involves the key phases of scenario-building, paradigm identification and gap analysis.

关键词： Personnel training

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The COTS Simulation Package Interoperability Product Development Group (CSPI-PDG)

The COTS Simulation Package Interoperability Product Develop...

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European Simulation Interoperability Workshop 2005

作者： Taylor, Simon J.E. Turner, Stephen John Low, Malcolm Yoke Hean Centre for Applied Simulation Modelling School of Information Systems Computing and Mathematics Brunel University Uxbridge UB8 3PH United Kingdom School of Computer Engineering Nanyang Technological University Nanyang Avenue Singapore 639798 Singapore Singapore Institute of Manufacturing Technology 71 Nanyang Drive Singapore 638075 Singapore

ISBN: (纸本)9781622761418

For many years discrete-event simulation has been used to analyse production and logistics problems in manufacturing and defence. In the early 1980s, visual interactive modelling environments were created that supported the development, experimentation and visualisation of simulation models. Today these environments are termed Commercial-off-the-shelf Simulation Packages (CSPs). With the advent of distributed simulation and, later, the High Level Architecture, the possibility existed to link together these CSPs and their models to simulate larger problems within enterprises (e.g. multiple production lines) and across supply chains. However, the problem of standardising the use of the HLA and its constituent parts in this domain exists. The solution of this problem is the work of the CSP Interoperability Product Development Group (CSPI-PDG). The purpose of this paper is to introduce the CSPI-PDG and to review for the first time in a SISO Workshop the suite of standards proposed by the group and the current progress.

关键词： Discrete event simulation

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Interoperating AutoSched AP using the High Level Architecture 05

Interoperating AutoSched AP using the High Level Architectur...

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Simulation Winter Conference

作者： Boon Ping Gan P. Lendermann M. Yoke Hean Low S.J. Turner Xiaoguang Wang S.J.E. Taylor D-SIMLAB Programme Singapore Institute of Manufacturing Technology Singapore Singapore Parallel and Distributed Computing Centre Nanyang Technological University Singapore Singapore Centre for Applied Simulation Modeling School of Information Systems Computing and Mathematics Brunei University Uxbridge UK

ISBN: (纸本)9780780395190

The high Level Architecture (HLA) is an IEEE standard for interoperating simulation federates. In this paper, we describe a set of requirements that simulation packages need to satisfy in order to be made interoperable using the HLA standard. AutoSched AP, a commercial off-the-shelf simulation package (CSP) which is widely used in the semiconductor industry, was used as a case study for this interoperation exercise. We demonstrated that a straightforward customization of the CSP through a middleware that provides standard functions for interoperation may not provide a satisfactory solution. A specially optimized time synchronization mechanism needs to be installed to ensure good execution efficiency. Experimental results using a Borderless Fab model that comprises of two factory models show that an optimized time synchronization mechanism results in an execution time that is ten times better than a straightforward application of the HLA runtime infrastructure's time synchronization mechanism.

关键词： Chip scale packaging Business Gallium nitride Standards development Standards organizations Communication standards Computational modeling Semiconductor device packaging Electronics industry Production facilities

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Reaction-Diffusion Computers 1st ed

引用

2005年

作者： Andy Adamatzky Ben De Lacy Costello Tetsuya Asai

ISBN: (数字)9780080461274

ISBN: (纸本)9780444520425

The book introduces a hot topic of novel and emerging computing paradigms and architectures -computation by travelling waves in reaction-diffusion media. A reaction-diffusion computer is a massively parallel computing device, where the micro-volumes of the chemical medium act as elementary few-bit processors, and chemical species diffuse and react in parallel. In the reaction-diffusion computer both the data and the results of the computation are encoded as concentration profiles of the reagents, or local disturbances of concentrations, whilst the computation per se is performed via the spreading and interaction of waves caused by the local disturbances. The monograph brings together results of a decade-long study into designing experimental and simulated prototypes of reaction-diffusion computing devices for image processing, path planning, robot navigation, computational geometry, logics and artificial intelligence. The book is unique because it gives a comprehensive presentation of the theoretical and experimental foundations, and cutting-edge computation techniques, chemical laboratory experimental setups and hardware implementation technology employed in the development of novel nature-inspired computing devices. Key Features: - Non-classical and fresh approach to theory of computation. - In depth exploration of novel and emerging paradigms of nature-inspired computing. - Simple to understand cellular-automata models will help readers/students to design their own computational experiments to advance ideas and concepts described in the book . - Detailed description of receipts and experimental setups of chemical laboratory reaction-diffusion processors will make the book an invaluable resource in practical studies of non-classical and nature-inspired computing architectures . - Step by step explanations of VLSI reaction-diffusion circuits will help students to design their own types of wave-based processors.

关键词： general theory of computing applications of computing

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Packet delay distribution of the IEEE 802.11 distributed coordination function

Packet delay distribution of the IEEE 802.11 distributed coo...

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IEEE International Symposium on World of Wireless Mobile and Multimedia Networks (WoWMoM)

作者： P. Raptis V. Vitsas K. Paparrizos P. Chatzimisios A.C. Boucouvalas Department of Information Technology Technological Educational Instituite of Athens Thessaloniki Greece Department of Applied Informatics University of Macedonia Thessaloniki Greece School Design Engineering & Computing Bournemouth University Poole UK

The paper studies the packet delay distribution of the IEEE 802.11 distributed coordination function (DCF) protocol. DCF treats packets in an unfair manner. Results indicate that, in large networks, most packets have very low time delays, some packets have delays close to the average value and a small number of packets experience extremely high delays. We study the DCF delay distribution by developing a mathematical model that calculates the important properties of the constituent curves of the delay distribution curve, namely the probability that a packet is successfully transmitted from a particular backoff stage and the average delay of the successfully transmitted packets from this backoff stage. The model is simple, gives an insight into the internal mechanisms of DCF and applies to both basic and RTS/CTS access mechanisms. The accuracy of the analytical model is verified by simulations. Analytical results are presented that explore the effect of network size and of the initial contention window size on the fairness of DCF regarding the distribution of packet delays.

关键词： Delay effects Mathematical model Probability Analytical models Access protocols Media Access Protocol Physical layer Transmitters Throughput Information technology

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