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2007 International Conference on Machine Learning and Cybernetics最新文献

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An Extended Contract-Net Negotiation Model Based on Task Coalition and Genetic Algorithm 基于任务联盟和遗传算法的扩展契约网络协商模型
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2013-01-09 DOI: 10.4304/JSW.8.9.2280-2288
Haijun Tao, Ya-Dong Wang, M. Guo
{"title":"An Extended Contract-Net Negotiation Model Based on Task Coalition and Genetic Algorithm","authors":"Haijun Tao, Ya-Dong Wang, M. Guo","doi":"10.4304/JSW.8.9.2280-2288","DOIUrl":"https://doi.org/10.4304/JSW.8.9.2280-2288","url":null,"abstract":"Multi-agent negotiation has been one of the key problems in the multi-agent research area. An extended contract-net negotiation model based on task coalition and genetic algorithm is presented after analyzing the advantage and disadvantage of the classical contract-net negotiation model. Formalized definition method and coalition generation algorithm are given. A specialized genetic algorithm, which is optimized by optimized initial colony selection, optimized parent crossover/mutation and the using of Metropolis rule, is used to solve the task allocation in the coalition. The algorithm improves the efficiency of task allocation and reduces the communication cost. By testing and analyzing an example of a missile defense system, it is proved that the model can reduce the negotiation cost effectively contrast with the classical contract-net model on the basis of ensuring the negotiation quality.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"115 18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126371264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A Two-Stage Hybrid Space-Time Adaptive Processing Approach 一种两阶段混合时空自适应处理方法
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2010-07-07 DOI: 10.1109/WCICA.2010.5554216
Xiao-qin Wen, Lin-ru You, Shu-e Bi
{"title":"A Two-Stage Hybrid Space-Time Adaptive Processing Approach","authors":"Xiao-qin Wen, Lin-ru You, Shu-e Bi","doi":"10.1109/WCICA.2010.5554216","DOIUrl":"https://doi.org/10.1109/WCICA.2010.5554216","url":null,"abstract":"This paper presents a new two stage hybrid space-time adaptive processing (STAP) algorithm, which combine space-time multiple-beam (STMB) architecture and direct data domain (DDD) approach. The proposed two stage hybrid algorithm use the direct data domain approach as the first stage to suppress discrete interference in the range cell under test and use STMB method as the second stage to suppress the residue correlated interference. Therefore this approach takes advantage of the DDD and STMB method and alleviates their drawback, so it can suppress discrete interference and correlated interference simultaneously.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"132 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122765276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Task Resource Distribution Algorithm Based on MDLS and GA 一种基于MDLS和遗传算法的任务资源分配算法
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370268
Jiang Wang, Wei Bao, Maohong Zhang
{"title":"A Novel Task Resource Distribution Algorithm Based on MDLS and GA","authors":"Jiang Wang, Wei Bao, Maohong Zhang","doi":"10.1109/ICMLC.2007.4370268","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370268","url":null,"abstract":"In this paper, we proposed a novel task resource distribution algorithm based on multidimensional dynamic list scheduling and genetic algorithm. The mathematical formulation and implementation of the inner and outer module of this algorithm are proposed. The numerical example shows the better performance of our designed algorithm.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115113850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Study on SVM On-Line Function Regression Method for Mass Data 海量数据支持向量机在线函数回归方法研究
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370619
Jin-Long An, Qingxin Yang, Zhen-Ping Ma
{"title":"Study on SVM On-Line Function Regression Method for Mass Data","authors":"Jin-Long An, Qingxin Yang, Zhen-Ping Ma","doi":"10.1109/ICMLC.2007.4370619","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370619","url":null,"abstract":"In order to overcome the problems that the SVM training time is too long for a large number of samples and that SVM cannot be trained online when the samples increase dynamically, a new approach of SVM online function regression for mass samples is put forward in this paper. And the validity of this method is proved by simulation experiment.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115310952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A Fault Detection Mechanism for Fault-Tolerant SOA-Based Applications 基于soa的容错应用程序的故障检测机制
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370804
Hao-peng Chen, Zhi-yong Wang
{"title":"A Fault Detection Mechanism for Fault-Tolerant SOA-Based Applications","authors":"Hao-peng Chen, Zhi-yong Wang","doi":"10.1109/ICMLC.2007.4370804","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370804","url":null,"abstract":"Fault tolerance is an important capability for SOA-based applications, since it ensures the dynamic composition of services and improves the dependability of SOA-based applications. Fault detection is the first step of fault detection, so this paper focuses on fault detection, and puts forward a fault detection mechanism, which is based on the theories of artificial neural network and probability change point analysis rather than static service description, to detect the services that fail to satisfy performance requirements at runtime. This paper also gives reference model of fault-tolerance control center of enterprise services bus.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115499351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Information Granules and Approximations in Incomplete Information Systems 不完全信息系统中的信息粒与逼近
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370798
Weizhi Wu, Xiaoping Yang
{"title":"Information Granules and Approximations in Incomplete Information Systems","authors":"Weizhi Wu, Xiaoping Yang","doi":"10.1109/ICMLC.2007.4370798","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370798","url":null,"abstract":"In this paper three types of information granular structures, called similarity classes, maximal consistent blocks, and labeled blocks, in incomplete information systems are introduced. Their properties are examined. Based on the three structures of granules, three types of rough set approximation models are derived for mining of certain and possible rules in incomplete decision tables. The relationships among the three rough set models are established.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123102813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Application of Cloud Models in Digital Libraries 云模型在数字图书馆中的应用
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370822
Hai-yan Kang, Yan-fang Li, Shi-Ping Tang
{"title":"Application of Cloud Models in Digital Libraries","authors":"Hai-yan Kang, Yan-fang Li, Shi-Ping Tang","doi":"10.1109/ICMLC.2007.4370822","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370822","url":null,"abstract":"In digital libraries, the traditional retrieval methods cannot efficiently retrieve uncertain concepts, and traditional evaluation methods have disadvantages on algorithm measures. To overcome above disadvantages, this paper proposes two new methods based on cloud models. One is to retrieve efficiently uncertain concepts, which can change the granularity of retrieval information. By this method it remarkably improves the recall and precision of information retrieval. Another is to evaluate efficiently retrieval algorithm, which can reflect not only average performance of an algorithm but also stability and randomicity. These two methods set up a transform of qualitative concepts and quantity. This kind of transform is carried out through strict mathematic means. Experimental data showed the method is practical. Results of evaluation will be more accurate and approach to the fact better.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123074520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Fuzzy Control of Mining Local Fan Gas Drainage System Based on DSP 基于DSP的矿井局部通风机瓦斯抽放系统模糊控制
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370227
Xianmin Ma, L. Dai
{"title":"Fuzzy Control of Mining Local Fan Gas Drainage System Based on DSP","authors":"Xianmin Ma, L. Dai","doi":"10.1109/ICMLC.2007.4370227","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370227","url":null,"abstract":"In view of ventilation problems of the mine excavation work areas, a new fuzzy control of mining local fan gas drainage system is introduced in the paper. The principle of the adjusting speed of local fan versus the gas concentration is analyzed, the control strategy used the three gas concentration signals and the air speed as input variables for the multi-input fuzzy controller, the output of which can change the frequency of converter in order to determine the speed of local fan, is discussed, the design method with the TMS320LF240DSP chip as its control core is also described, which enhances robustness of the whole system, and realizes the fuzzy control of the gas concentration by means of the adjustable velocity of mine local fan. The experiment results indicate that the suggested method has not only realized the normal ventilation and safe gas drainage in the driving work space, but also saved the power energy.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121821841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on CAI English Organizational Instructional Strategy CAI英语组织教学策略研究
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370880
Xian-zhi Tian
{"title":"Research on CAI English Organizational Instructional Strategy","authors":"Xian-zhi Tian","doi":"10.1109/ICMLC.2007.4370880","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370880","url":null,"abstract":"Instructional strategy plays an important role in CAI system. In the design of CAI, we'd better consider the instructional strategy in our designing course. It consists of teaching organization, the mode of class activity, teaching methods etc. In fact, it shows the arrangement of our teaching. Here, teaching organization in CAI will be showed. Therefore, it is important for us to improve the efficiency of our English teaching by researching CAI English organization strategy.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117150012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Auction Mechanism Research for Universal Service of Information Network Convergence 信息网络融合通用服务竞价机制研究
2007 International Conference on Machine Learning and Cybernetics Pub Date : 2007-10-29 DOI: 10.1109/ICMLC.2007.4370857
Rui Zhang, Yi-jun Li, Xue-feng Liang, Yongli Guo
{"title":"Auction Mechanism Research for Universal Service of Information Network Convergence","authors":"Rui Zhang, Yi-jun Li, Xue-feng Liang, Yongli Guo","doi":"10.1109/ICMLC.2007.4370857","DOIUrl":"https://doi.org/10.1109/ICMLC.2007.4370857","url":null,"abstract":"Universal service is an important method, which can eliminate the digital gap of telecommunication industry. It also is the bridge of information superhighway in the information network convergence era. The paper analyzes the auction policy for universal service. It finds that the auction can solve the asymmetry information obstacle between regulator and enterprise. It can promote the development of carrier market for network convergence. It designs the auction mechanism for universal service, and hopes it provide the theory guidance for the future development.","PeriodicalId":337433,"journal":{"name":"2007 International Conference on Machine Learning and Cybernetics","volume":"28 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120909924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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