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Backtrack and Restart Genetic Algorithm to optimize delivery schedule

Backtrack and Restart Genetic Algorithm to optimize delivery...

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International Conference on Signal Image Technology and Internet Based Systems

作者： Sakurai, Yoshitaka Takada, Kouhei Tsukamoto, Natsuki Onoyama, Takashi Knauf, Rainer Tsuruta, Setsuo School of Information Environment Tokyo Denki University Chiba Japan Research and Development Department Hitachi Software Engineering Co.Ltd. Tokyo Japan Faculty of Computer Science and Automation Ilmenau Univ. of Technology Ilmenau Germany

ISBN: (纸本)9780769543192

A delivery route optimization system greatly improves the real time delivery efficiency. To realize such an optimization, its distribution network requires solving several tens to hundreds (max. 1500-2000) cities Traveling Salesman Problems (TSP) within interactive response time (around 3 seconds) with expert-level accuracy (below 3% level of error rate). To meet these requirements, a Backtrack and Restart Genetic Algorithm (Br-GA) is proposed and compared with conventional ones, especially such as an Inner Random Restart Genetic Algorithm (Irr-GA). This method combines Backtracking and GA having simple heuristics such as 2-opt and NI (Nearest Insertion) so that, in case of stagflation, GA can restarts with the state of populations going back to the state in the generation before stagflation. Including these heuristics, field experts and field engineers can easily understand the way and use it. Using the tool applying their method, they can easily create/modify the solutions or conditions interactively depending on their field needs. Experimental results proved that the method meets the above-mentioned delivery scheduling requirements more than other methods from the viewpoint of optimality as well as simplicity. Especially as to optimality, Br-GA is superior to even Irr-GA. © 2010 IEEE.

关键词： Genetic algorithms

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Research on CSCW simulating Chinese brush's functions as a new type human-computer interaction means

Research on CSCW simulating Chinese brush's functions as a n...

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2010 International Conference on computer Application and System Modeling, ICCASM 2010

作者： Ding, Hai-Yan Jiang, Zou Zhang, Rong-Feng Ding, Huai-Dong Department of Computer Science Information Institute Yunnan University Kunming Yunnan China Modern Education Technology Center Kunming University Kunming Yunnan China Faculty of Information Engineering and Automation Kunming University of Science and Technology Kunming Yunnan China

ISBN: (纸本)9781424472369

With the development of network information technology, research and application of computer Supported Cooperative Work system (CSCW) is spread in various fields. Human-computer interaction is the important composition part of CSCW. Whereas in current Human-computer interaction, it is far from insufficient in terms of embodying humanity (culture, psychology and emotion) and individuation (handwriting style of writing, strength and technique). The innovation of this research is to introduce electronic Chinese brush handwriting pattern that simulates features of Chinese traditional calligraphy and painting into network conference. This CSCW system research is to integrate a series of electronic pen functions developed by us, which simulate pen-type characteristics including brush pen, pen, pencil, shade-pen, watery pen and withered-pen, and to research and develop CSCW system which possesses abundant functions and humanity and individuation possessed by Chinese painting and calligraphy in order to meet Chinese people's needs of hoping to interact with personalized features of brush pen in network conference. The CSCW system has been tested on LAN and campus network and achieved good effects and stage production. © 2010 IEEE.

关键词： Human computer interaction

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Security issues for GRID systems

Security issues for GRID systems

引用

International Workshop on Soft Computing Applications (SOFA)

作者： Alina Mădălina Lonea Daniela Elena Popescu Faculty of Automation and Computers Polytechnic University of Timisoara Timisoara Romania Computer Engineering Department Faculty of Electrical Engineering and Information Technology University of Oradea Oradea Romania

Grid is a hardware and software infrastructure which allows the sharing of flexible, secure and coordinated resources among dynamic collections of individuals, organizations and resources. The resources that are utilized in a Grid network are complex. There could be computing resources (PDA, PCs, workstations, servers, and clusters), storage resources (hard-disks, memory), Input-Output resources (sensors, networks, printers) or logical resources (users, timers etc) [1]. With the evolution of Grid systems and with the high capacity data transfer, will occur security issues. This topic is known in the Grid field as some of the necessary element to ensure the safeguard of the resources. Networks are recognized as a critical infrastructure which grew over the years and which continues to grow, because of the increasing dependence on computer systems. The first step in addressing this infrastructure is to understand it. After that, a good analyze should be done in order to avoid the attacks that could occur and to maintain a reliable network [2].

关键词： Cryptography Monitoring

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About the reliability analysis of a fault-tolerant phased-mission danger control system

About the reliability analysis of a fault-tolerant phased-mi...

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International Workshop on Soft Computing Applications (SOFA)

作者： Daniela Elena Popescu Alina Mădălina Lonea Computer Engineering Department Faculty of Electrical Engineering and Information Technology University of Oradea Oradea Romania Faculty of Automation and Computers Polytechnic University of Timisoara Timisoara Romania

In fact the mission for a danger control system consists of several phases. The system configuration, operational requirements for individual components, success criteria and stress on the components, can change from phase to phase. Furthermore, the duration of any phase can use deterministic or random models. All these changes and possibilities affect the system reliability. Thus, in this paper, we analyze the danger's system reliability from this point of view.

关键词： Control systems Reliability engineering

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Wireless Sensor Networks in Life Science applications

Wireless Sensor Networks in Life Science applications

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Conference on Human System Interactions, HSI

作者： Philipp Gorski Frank Golatowski Ralf Behnke Christian Fabian Kerstin Thurow Dirk Timmermann Institute of Applied Microelectronics and Computer Engineering Germany Faculty of CS and EE University of Rostock Germany Faculty of CS and EE Institute of Applied Microelectronics and Computer Engineering Germany CELISCA Center for Life Science Automation

ISBN: (纸本)9781424475605;9781424475629

Over the last years Wireless Sensor Networks (WSN) have been becoming increasingly applicable for real world scenarios and now production ready solutions are available. In the same period the upcoming combination of Service-oriented Architectures and Web Service technology demonstrated a way to realize open standardized, flexible, service component based, loosely coupled and interoperable cross domain Enterprise Software solutions. But those solutions have been too resource-intensive and complex to be applicable for limited devices like wireless sensor nodes or small-sized embedded systems. Thus, more and more research investigations have been launched to bring the aspect of cross domain interoperability to the field of embedded battery powered devices. Now it is time to show the potential of integrating Web Services enabled WSN solutions in Enterprise systems. The proposed laboratory assistance solution in this paper demonstrates the benefits of Web Service enabled WSNs for process monitoring and disaster management by extending an existing system in the Life Science automation domain.

关键词： Wireless sensor networks Web services Production Service oriented architecture Sensor systems Embedded system Batteries Laboratories computerized monitoring automation

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Analysis of RFID security and privacy by means of identification and authentication protocols

Analysis of RFID security and privacy by means of identifica...

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International Conference on Computational Cybernetics (ICCC)

作者： Cristina Hurjui Adrian Graur Faculty of Electrical Engineering and Computer Science Department of Computers and Automation Stefan cel Mare University of Suceava Suceava Romania

ISBN: (纸本)9781424474325;9781424474332

When analyzing the Radio Frequency Identification applications, one might think of two essential hierarchies: the structures aiming to offer security to an RFID system and the structures aiming to offer functionality means, with no security issues. One should know precisely the significance of these notions. Radio Frequency Identification represents an advanced wireless technology, which integrates an essential solution within the fields of intelligent chips and automation technologies. In this paper, four protocols based on updating the tags' identifiers by means of RFID readers will be compared, in order to carry out an analysis over the jeopardizing points that threaten the security and privacy of RFID systems. Cryptography signifies a way of creating RFID systems more secure. A chaotic matter is brought into discussion, by the following situations: to find out if it is a protocol of identification or authentication that is necessary, depending on various RFID applications or systems. Such analysis over RFID security has carried out wide thoughts.

关键词： Radiofrequency identification Privacy Authentication Data security computer security automation Application software Cryptographic protocols Cryptography Databases

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Producer-Consumer Distributed Energy Production Systems modeling with a new Approach of Recurrent Synchronized Fuzzy Petri Nets

Producer-Consumer Distributed Energy Production Systems mode...

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The 8th World Congress on Intelligent Control and automation(第八届智能控制与自动化世界大会 WCICA 2010)

作者： Eugenia Minca Otilia Elena Dragomir Florin Dragomir Department of Automation Computer Science and Electrical Engineering Valahia University of Targoviste Electrical Engineering Faculty Targoviste 18 Unirii Av. Romania

The present paper proposes a tool based on fuzzy Petry Nets for modeling the recurrent of the decision functions. The analysed system-a producer-consumer distributed energy production systems is structured on hierarchical levels and is synchronized in relation with successive external requests. Thus, each hierarchical level is capable to repeatedly carry out a fixed decision scheme and executes this action in temporal windows which are progressively increased. Between hierarchical levels there is an information subsystem based and LIFO and OOPN (Object Oriented Petri Nets). The proposed structure includes also a recurrent aspect in the decision function's capability to be rerun on a hierarchical level by preserving information from the previous level. The present paper enhances similar approaches of the authors, carried out through the recurrent modeling of the monitoring function.

关键词： Adaptation model Monitoring Object oriented modeling Synchronization Petri nets Renewable energy resources Firing

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Use of accelerometers for material inner defect detection

Use of accelerometers for material inner defect detection

引用

作者： Krejcar, Ondrej Frischer, Robert Dept. of Measurement and Control Center for Applied Cybernetics Faculty of Electrical Engineering and Computer Science Ostrava Poruba Czech Republic Dept. of Automation and Computing in Metallurgy VSB Technical University of Ostrava Ostrava Poruba Czech Republic

ISBN: (纸本)9788070438657

This paper deals with a possibility of non-destructive diagnostics of solid objects by software analysis of vibration spectrum by accelerometers. By a use of MATLAB platform, a processing and information evaluation from accelerometer is possible. Accelerometer is placed on the measured object. The analog signal needs to be digitized by a special I/O device to be processed offline with FFT (Fast Fourier Transformation). The power spectrum is then examined by developed evaluating procedures.

关键词： Accelerometers

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Investigation of the spatial spectrum of cortical contours on cross-sections of the brain

Investigation of the spatial spectrum of cortical contours o...

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10th International Conference on Information Technology and Applications in Biomedicine: Emerging Technologies for Patient Specific Healthcare, ITAB 2010

作者： Graichen, Uwe Eichardt, Roland Güllmar, Daniel Haueisen, Jens Ilmenau University of Technology Faculty of Computer Science and Automation Institute of Biomedical Engineering and Informatics P.O. Box 100565 98684 Ilmenau Germany Jena University Hospital Department of Diagnostic and Interventional Radiology Medical Physics Group Philosophenweg 3 07743 Jena Germany

ISBN: (纸本)9781424465606

The human brain possesses a highly structured surface. A quantitative examination of the cortical surface is of particular interest for many questions, e.g. the investigation the relation between the spatial frequencies of cortical surfaces and spatial frequencies within Electroencephalogram and the analysis of changes of the structure of the human brain caused by diseases. In this paper a Fourier analysis approach to investigate the spatial spectrum of contour data of the cortical surface is introduced. The method was validated using artificial data with known spatial spectrum and employed to investigate the spatial frequencies of the cortical surface of a human subject. © 2010 IEEE.

关键词： Fourier analysis

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Tool support for the development of IEC 62390 compliant fieldbus profiles

Tool support for the development of IEC 62390 compliant fiel...

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International Conference on Emerging Technologies and Factory automation (ETFA)

作者： Roman Frenzel Martin Wollschlaeger Thomas Hadlich Christian Diedrich Industrial Communications Institute of Applied Computer Science Faculty of Computer Science Technical University of Dresden Dresden Germany Integrated Automation Institute for Control Systems Faculty of Electronic and Computer Science Engineering Otto-von-Guericke University of Magdeburg Germany

Industrial communication systems standardize communication protocols and services. Interoperability within automation and control systems need additional application definitions. This is usually organized with fieldbus profile specifications. Profiles become part of the overall development process of the device manufacturer. Unfortunately, today's profile descriptions are very informal and have nearly no support for the development process. This paper presents a semi-formal profile specification approach, based on IEC 62390 and using a mixed UML and MS Word process. Result of both specifications is an XML representation which can be integrated in the device development process. This method is developed for the PROFIBUS User Organisation for PROFIBUS and PROFINET device profiles.

关键词： Unified modeling language Guidelines IEC standards XML Documentation Safety Formal specifications

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