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检索条件"任意字段=4th International Conference on Art, Science, and Engineering of Programming, Programming 2020"

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Algorithm Research on Fuzzy Linear Separable Support Vector Classifier

Algorithm Research on Fuzzy Linear Separable Support Vector ...

引用

the 4th international conference on Wireless Communications, Networking and Mobile Computing(第四届IEEE无线通信、网络技术及移动计算国际会议)

作者： Ai-min Wang Hong-bin Cui Zhi-min Yang School of Computer and Information Engineering Anyang Normal University Anyang China School of Comp School of Mechanical and Electronic Engineering Hebei University of Science and Technology Shijiazhu Zhijiang College Zhejiang University of Technology Hangzhou China

When the training subset of a support vector machine contains fuzzy information, the support vector machine won't work. A method for calculating fuzzy linear separable support vector classifier is discussed. With the given confidence level, convert the fuzzy classification problem into finding the fuzzy chance constrained programming, and establish a solution finding theory with fuzzy chance constrained programming crisp equivalence programming dual programming. A algorithm for fuzzy linear separable support vector classifier is derived: given the fuzzy training subset of a fuzzy linear separable problem and selecting appropriate confidential level, construct appropriate quadratic programming equation;find the optimal solution of the quadratic programming;construct optimal separating hyperplane, find the optimal classification function, and establish new training subset;construct support vector regression machine with the new training subset, get the regression functions, and establish the membership function of the optimal classification function from these;lastly, find the optimal solution. the algorithm is also verified with given data.

关键词： Fuzzy support vector machine fuzzy linear separability fuzzy chance constrained programming crisp equivalence programming algorithm

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A decision framework for location-allocation problems: A case study in tea industry

A decision framework for location-allocation problems: A cas...

引用

IEEE international conference on Management of Innovation and Technology, ICMIT

作者： R. Tavakkoli-Moghaddm A. Siadat A. Kaboli Department of Industrial Engineering College of Engineering University of Tehran Tehran Iran Arts et Métiers Paris Tech LGIPM Metz France Department of Industrial Engineering Iran University of Science and Technology Tehran Iran

this paper propose the use of the Fuzzy Analytical Hierarchy process (FAHP) and Goal programming (GP) as an aid in making location-allocation decision and suggest a systematic method for the site selection and product allocation problem. the method can be seen as a decision support framework, which links various objectives, subjective and critical factors in the location-allocation problem to make an optimal decision in which fits best for both operations managers and investors. Important advantages of applying the framework are (1) the ability to decompose the complex problem in smaller problems, (2) the possibility of an efficient and effective contribution of operations managers and investors in decision making process, (3) the detail assessment of the selected location alternative. A demonstration of the application of this methodology in tea industry in Iran is presented.

关键词： Decision making Production Resource management programming Mathematical model Companies Biological system modeling

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theoretical foundations of automated synthesis using Bond-Graphs and genetic programming

Theoretical foundations of automated synthesis using Bond-Gr...

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international conference on Emerging Technologies, ICET

作者： Saheeb Ahmed Kayani Department of Mechanical Engineering College of Electrical and Mechanical Engineering National University of Science and Technology Rawalpindi Pakistan

Automated synthesis refers to design of physical systems using any of the models proposed for machine intelligence like evolutionary computation, neural networks and fuzzy logic. Mechatronic systems are mixed or hybrid systems as they combine elements from different energy domains. these dynamic systems are inherently complex and capturing underlying energy behavior among interacting sub-systems is difficult owing to the variety in the composition of the mechatronic systems and also due to the limitation imposed by conventional modeling techniques unable to handle more than one energy domain. Bond-graph modeling and simulation is an advanced domain independent, object oriented and polymorphic graphical description of physical systems. the universal modeling paradigm offered by bond-graphs is well suited for mechatronic systems as it can represent their multi energy domain character using a unified notation scheme. Genetic programming is one of the most promising evolutionary computation techniques. the genetic programming paradigm is modeled on Darwinian concepts of evolution and natural selection. Genetic programming starts from a high level statement of a problem's requirements along with a fitness criterion and attempts to produce a computer program that provides a solution to the problem. Combining unified modeling and analysis tools offered by bond-graphs with topologically open ended synthesis and search capability of genetic programming, a novel automated design methodology has been developed for generating mechatronic systems designs using an integrated synthesis, analysis and feedback scheme which comes close to the definition of a true automated invention machine. this research paper develops a theoretical foundation for automated synthesis and design of mechatronic systems using bond-graphs and genetic programming.

关键词： Bonding Genetic programming Object oriented modeling Mechatronics Network synthesis Evolutionary computation Machine intelligence Neural networks Fuzzy logic Energy capture

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Learning qualitative relations in real world scenes

Learning qualitative relations in real world scenes

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international conference on Information and Automation for Sustainability (ICIAfS)

作者： D.D.M. Ranasinghe A.S. Karunananda U. Ratnayake Department of Mathematics & Computer Science Faculty of N.Sc Open University of Sri Lanka Nugegoda Sri Lanka Faculty of Information Technology University of Moratuwa Sri Lanka Department of Electrical and Computer Engineering Faculty of Engineering Open University of Sri Lanka Nugegoda Sri Lanka

Learning from visual scenes is an innate ability of human beings yet an unresolved and highly complex task for machines and is being addressed in the area of cognitive vision systems. Most of the present developments in cognitive vision systems adopt quantitative or model base approaches. Quantitative approaches involve tedious calculations and yield black box type of learning while in model base approaches the structure of the model has to be known before hand, which is not practical in all situations. therefore, this research work primarily adopts a qualitative approach in learning from visual scenes and inductive logic programming is used to learn rules of a visual scene from a pool of example scenes. the prototype system developed is capable of learning accurate rules, which in turn used for learning new models and the system is capable of learning beyond initial specifications.

关键词： Layout Humans Machine vision Robustness Computer vision Logic programming Mathematics Computer science Information technology Prototypes

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the Study on Innovation Mechanism of Open Source Software Community

The Study on Innovation Mechanism of Open Source Software Co...

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international conference on Wireless Communications, Networking and Mobile Computing (WiCom)

作者： Hao Xu Zhengang Zhang Chunpei Lin Zhuo Ding

this paper intends to analyze the innovation mechanism of open source community in view of system engineering, economics and ecology. Firstly, the concept of open source production is proposed and defined on the basis of system engineering, and then the economic characteristics of open source are put forward and summarized through the analysis of the difference of production structure between open source software and proprietary software. Subsequently, the "innovation entropy" is proposed to measure the efficacy of community innovation and the mechanism is further revealed according to dissipative structure and complex science theory.

关键词： Technological innovation Open source software Production systems Collaborative software Computer industry Systems engineering and theory programming Industrial economics Business Industrial relations

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Optimization Models of Multi-Channel Assignment in Multi-Radio Wireless Mesh Networks

Optimization Models of Multi-Channel Assignment in Multi-Rad...

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international conference on Wireless Communications, Networking and Mobile Computing (WiCom)

作者： Li Ma Guang-Xi Zhu Bo-Yun Yin Department of Electronics and Information Engineering Huazhong University of Science and Technology WuHan China Hubei Electric Power Survey and Design Institute WuHan China

Wireless mesh networks with multi-channel multi- radio availability are attracting more and more attention from the research community because of its performance improvement and relative low complexity. In this paper, we address the channel assignment problem for multi-channel multi-radio wireless mesh networks. We focus on heterogeneous static wireless mesh networks where multiple non-overlapping channels are available for each wireless radio. Our objective is to find the optimal channel assignment which maximizes the number of bidirectional links that can be activated simultaneously, subject to the interference constraints. We present an applied integer linear programming model for solving the fixed channel assignment problem with multiple radios. We then use this model to study the impact of channel and radio constrains.

关键词： Wireless mesh networks Interference constraints Wireless networks Telecommunication traffic Integer linear programming Network topology Traffic control Power engineering and energy Mesh networks Availability

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Impact of aspect-orientation on the reliability of decentralized multi-agent system

Impact of aspect-orientation on the reliability of decentral...

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international conference on Emerging Technologies, ICET

作者： Hira Tabbasum Salma Jabeen H. Farooq Ahmed Abdul Ghafoor Department of Computer Science International Islamic University Islamabad Pakistan Department of Computer Science NUST Institute of Information and Technology Rawalpindi Pakistan

Aspect oriented programming (AOP) provides separation of concerns and encapsulates crosscutting concerns into separate modules called 'aspects', thereby enhancing the software quality. this paper presents the impacts of aspect-orientation on the reliability of a decentralized multi agent system (MAS). We compared aspect-oriented and object-oriented versions of the same application in order to explore to what extent each implementation provides a reliable system. We evaluated both versions of the system and found that the aspect-oriented design is more reliable as it has brought a loosely coupled and less complex system.

关键词： Multiagent systems Computer science Fault tolerant systems Scalability Scattering Knowledge management Software engineering Collaborative work Java Information technology

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Cooperative Design, Visualization, and engineering: 4th international conference, CDVE 2007, Proceedings

Cooperative Design, Visualization, and Engineering: 4th Inte...

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4th international conference on Cooperative Design, Visualization, and engineering, CDVE 2007

ISBN: (纸本)9783540747796

the proceedings contain 58 papers. the topics discussed include: integrating advanced collaborative capabilities into Web-based word processors;innovative visualization tools to monitor scientific cooperative activities;workflow methodology for collaborative design and manufacturing;private data management in collaborative environments;cooperative decision-making with scheduler agents;classification of the investment risk in construction;a two-level programming method for collaborative scheduling in construction supply chain management;a particular approach to the analysis of manufacturing process rhythmicity;a study upon the architectures of multi-agent systems for petroleum supply chain;multidisciplinary knowledge modeling and cooperative design for automobile development;application of paraconsistent logic in an intelligent tutoring system;and expansion of telecommunication social networks.

关键词： Web services

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Research on the Implementation of Elliptic Curve Cryptosystem Based on Object-Oriented Method

Research on the Implementation of Elliptic Curve Cryptosyste...

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international conference on Wireless Communications, Networking and Mobile Computing (WiCom)

作者： Guicheng Shen Xuefeng Zheng School of Information Engineering Beijing University of Science and Technology Beijing China School of Information Beijing Wuzi University Beijing China

With the fast development of cryptography research and computer technology, the cryptosystems of RSA and Diffe-HelIman are getting more and more unsafe, and Elliptic Curve Cryptosystem is becoming the trend of public cryptography in the future. this paper mainly uses object-oriented technology as tools, and divides Elliptic Curve Cryptosystem into several layers, every of which corresponds a class. the properties and methods of these classes are discussed, and some methods are implemented. In the end, the advantages are analyzed, and the cryptosystem implemented with advanced programming language is easy to transplant.

关键词： Elliptic curve cryptography Finite element methods Public key cryptography Hardware Elliptic curves Equations Computer languages Information security Algebra Information geometry

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the Supply Chain Uncertain programming of the Manufacturing/Remanufacturing Hybrid System

The Supply Chain Uncertain Programming of the Manufacturing/...

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the 4th international conference on Wireless Communications, Networking and Mobile Computing(第四届IEEE无线通信、网络技术及移动计算国际会议)

作者： Ziqiang Zhang Dongbo Liu Hongwei Mao Yujuan Chen Xingsheng Gu College of Mechanical and Electronic Engineering Shanghai Normal University Shanghai China Research Institute of Automation East China University of Science &Technology Shanghai China

Remanufacturing the return products can improve the customer service level and reduce the supply chain cost. the integrated supply chain uncertain programming model of the manufacturing/remanufacturing hybrid system was proposed. the distribution centers distribute the manufactured products and remanufactured products to customers, and also collect the return products. the return products can be remanufactured up to the quality standard of new products satisfying customer demand. the optimal manufacturing production strategy and the optimal distribution inventory strategy considering the reverse logistics were studied under the grey fuzzy uncertainty and grey uncertainty. the proposed grey fuzzy simulation methodology can generate input-output data for the uncertain functions. the designed neural network trained from the input-output data can expedite the simulation process of the uncertain functions. the hybrid intelligent optimization algorithm integrating the grey fuzzy simulation, neural network and genetic algorithm can optimize the uncertain programming model. One numerical example is given to illustrate the effectiveness of the proposed model and algorithm.

关键词： supply chain management remanufacturing reverse logistics grey fuzzy simulation neural network genetic algorithm

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