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Scheduling jobs and preventive maintenance on fuzzy job shop using genetic algorithm

Scheduling jobs and preventive maintenance on fuzzy job shop...

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International Conference on Machine Learning and Cybernetics

作者： Zheng, You-Lian Li, Yuan-Xiang Lei, De-Ming State Key Laboratory of Software Engineering Wuhan University Wuhan 430072 China Faculty of Mathematics and Computer Science Hubei University Wuhan 430062 China School of Automation Wuhan University of Technology Wuhan 430070 China

ISBN: (纸本)9781424465262

Preventive maintenance (PM) has been considered on many scheduling problems, however, the problem of scheduling jobs and PM on fuzzy job shop are seldom investigated. This paper presents a random key genetic algorithm (RKGA) for the problem with resumable jobs and PM in the fixed time intervals. RKGA uses a novel random key representation, a new decoding strategy incorporating maintenance operation, and discrete crossover. RKGA is applied to some instances to minimize the maximum fuzzy completion time. Computational results show the optimization ability of RKGA on fuzzy scheduling with PM. © 2010 IEEE.

关键词： Preventive maintenance

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An analysis of the BBO fans online social gaming community

An analysis of the BBO fans online social gaming community

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Roedunet International Conference (RoEduNet)

作者： Vlad Posea Mihaela Balint Alexandru Dimitriu Alexandru Iosup Faculty of Automation and Computer Science Politehnica University of Bucharest Romania Faculty of Electrical Engineering Mathematics and Computer Science Delft University of Technnology Netherlands

ISBN: (纸本)9781424473359

Online social gaming is an emerging Internet application that combines online gaming and online social networking functionality for the benefit of millions of daily users. While researchers have investigated the structure of (social) networks for decades, the activity characteristics and the community structure of online social gaming remain relatively unknown. To address this situation, in this work we investigate the BBO Fans club for online bridge. First, we introduce a method to collect and analyze data from BBO Fans and its underlying gaming platform. Our method is novel in that it addresses the lack of a strict definition of social relationship between BBO Fans players, and it defines several player types with implications on community formation and operation. Second, we use the proposed method to collect and analyze a 40-day BBO Fans dataset comprising over 140,000 unique players and over 3,000,000 unique play sessions. Third, we compare the characteristics of BBO Fans with other large social networking and online gaming applications. We find in particular that BBO Fans generates similar levels of activity as but has different community characteristics than similarly-sized games on FaceBook, the largest social network in the world.

关键词： Fans Social network services Bridges Facebook computer science IP networks Data analysis automation Mathematics Application software

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RETRACTED ARTICLE: Material inner defect detection by a vibration spectrum analysis

RETRACTED ARTICLE: Material inner defect detection by a vibr...

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

ISBN: (纸本)9781424474806

In this paper is described possibility of nondestructive diagnostics of solid objects by software analysis of vibration spectrum. With using platform MATLAB, we can process and evaluate information from accelerometer, which is placed on the measured object The analog signal is digitized by special I/O device dSAPCE CP-1104 and then processed offline with FFT (Fast Fourier Transform). The power spectrum is then examined by developed evaluating procedures and individual results are displayed in bar graph. When we take a look on results, there is an evidently correlation between spectrum and examining object (inner defects). © 2010 IEEE.

关键词： Spectrum analysis

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A fuzzy approach to intelligent control of low voltage electrical networks with distributed power from renewable resources

A fuzzy approach to intelligent control of low voltage elect...

引用

IEEE International Energy Conference and Exhibition (EnergyCon)

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

Due to the complexity of modern distributed power generation, a conventional automation system is not always capable to provide sufficient information, so intelligent control approaches are requiring. This paper is concerned with intelligent control technologies applied to distributed power generation network. Precisely it presents a fuzzy controller based control solution, developed with Matlab that allows the implementation of different renewable energy resources (RES) in a distributed power energy network (PD) and ensures a greater stability.

关键词： Generators Batteries Production Monitoring Stability analysis Distributed power generation computer architecture

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Display module for wireless embedded communication system

Display module for wireless embedded communication system

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Roedunet International Conference (RoEduNet)

作者： Robert Demeter Faculty of Electrical Engineering and Computer Science Automation Department Transilvania University of Brasov Brasov Romania

ISBN: (纸本)9781424473359

This paper presents a practical implementation of a custom wireless access point with display module to view the communication and configuration parameters. For the display module we design a hierarchy menu system, with control buttons that enable the user to scroll to specific types of information and select between parameters. The display module is very useful for embedded systems with limited resources because it offers status information about connected users, ROM/RAM usage, IP address, connection types, transfer rates, bandwidth, etc. without the need to enter the configuration menu using web interface.

关键词： Wireless communication Communication system security Wireless networks Femtocell networks Liquid crystal displays computer displays Bandwidth Portable computers Central Processing Unit computer science

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Evolving granular neural network for semi-supervised data stream classification

Evolving granular neural network for semi-supervised data st...

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International Joint Conference on Neural Networks (IJCNN)

作者： Daniel Leite Pyramo Costa Fernando Gomide Department of Computer Engineering and Automation Faculty of Electrical and Computer Engineering State University of Campinas-UNICAMP Sao Paulo Brazil Catholic University of Minas Gerais Brazil

In this paper we introduce an adaptive fuzzy neural network framework for classification of data stream using a partially supervised learning algorithm. The framework consists of an evolving granular neural network capable of processing nonstationary data streams using a one-pass incremental algorithm. The granular neural network evolves fuzzy hyperboxes and uses nullnorm based neurons to classify data. The learning algorithm performs structural and parametric adaptation whenever environment changes are reflected in input data. It needs no prior statistical knowledge about data and classes. Computational experiments show that the fuzzy granular neural network is robust against different types of concept drift, and is able to handle unlabeled examples efficiently.

关键词： Neurons Artificial neural networks Adaptation model Training Monitoring Labeling Data mining

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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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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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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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