Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190476
V. Gisin, L. F. Khamidullina
Fuzzy linear programming in portfolio selection is considered. Much attention is given to minimax regret criterion which allows minimizing the worst regret that may be undertaken by the decision maker. Regret-analysis is applied to get an optimal portfolio of branch indices.
{"title":"Portfolio selection under uncertainty using regret-analysis","authors":"V. Gisin, L. F. Khamidullina","doi":"10.1109/SCM.2015.7190476","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190476","url":null,"abstract":"Fuzzy linear programming in portfolio selection is considered. Much attention is given to minimax regret criterion which allows minimizing the worst regret that may be undertaken by the decision maker. Regret-analysis is applied to get an optimal portfolio of branch indices.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134087422","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190479
Z. Abdoulaeva, A. Nedosekin
The paper proposes an approach to the creation of fuzzy-logic model to estimate the resilience of mobilized economy of a country or regions included, based on 4×3 matrix model with fuzzy links.
{"title":"Mobilized economy fuzzy model","authors":"Z. Abdoulaeva, A. Nedosekin","doi":"10.1109/SCM.2015.7190479","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190479","url":null,"abstract":"The paper proposes an approach to the creation of fuzzy-logic model to estimate the resilience of mobilized economy of a country or regions included, based on 4×3 matrix model with fuzzy links.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115446171","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190432
E. Sinyavskaya, E. Shestova, E. A. Makedonov
This paper considers the decision-making technique through the analysis of testing knowledge results under incompleteness of initial information. This technique is notable for determination of testing system parameters as linguistic variables and the probabilistic updating algorithm of membership functions, as well as the decision-making model on the base of the classification of fuzzy situations and the composition model of fuzzy inference rules, that contribute to the well-known statistical models of testing results estimates.
{"title":"Development of decision-making technique for assessing knowledge considering probabilistic updating algorithm of membership functions","authors":"E. Sinyavskaya, E. Shestova, E. A. Makedonov","doi":"10.1109/SCM.2015.7190432","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190432","url":null,"abstract":"This paper considers the decision-making technique through the analysis of testing knowledge results under incompleteness of initial information. This technique is notable for determination of testing system parameters as linguistic variables and the probabilistic updating algorithm of membership functions, as well as the decision-making model on the base of the classification of fuzzy situations and the composition model of fuzzy inference rules, that contribute to the well-known statistical models of testing results estimates.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114662900","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190455
A. Kazimirov, V. Panteleyev, L. Riabets, S. Vinokurov
This paper concerns 4-valued logic as a basis for decision support system. We extend classic logic containing 2 values T, F with additional values C (contradiction) and U (uncertainty). This values are introduced for processing contradictory and incomplete information. We consider a generalized interpretation of arguments which determines predicate values for subsets. As a demonstration we consider the application of 4-valued logic for medical prescriptions.
{"title":"Decision support system based on 4-valued logic with multi-interpretations","authors":"A. Kazimirov, V. Panteleyev, L. Riabets, S. Vinokurov","doi":"10.1109/SCM.2015.7190455","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190455","url":null,"abstract":"This paper concerns 4-valued logic as a basis for decision support system. We extend classic logic containing 2 values T, F with additional values C (contradiction) and U (uncertainty). This values are introduced for processing contradictory and incomplete information. We consider a generalized interpretation of arguments which determines predicate values for subsets. As a demonstration we consider the application of 4-valued logic for medical prescriptions.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114406757","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190421
M. M. Kopichev, V. V. Putov, A. Putov, K. Ignatiev
In this paper the phases of the mechanical design and fuzzy logic based control system implementation for the autonomous robot with computer vision system are considered. The robot was designed on the department of automatic control systems in the Saint Petersburg Electrotechnical University “LETI” in relation to the study of the autonomous robot's control systems.
{"title":"Control system for a computer vision equipped robot","authors":"M. M. Kopichev, V. V. Putov, A. Putov, K. Ignatiev","doi":"10.1109/SCM.2015.7190421","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190421","url":null,"abstract":"In this paper the phases of the mechanical design and fuzzy logic based control system implementation for the autonomous robot with computer vision system are considered. The robot was designed on the department of automatic control systems in the Saint Petersburg Electrotechnical University “LETI” in relation to the study of the autonomous robot's control systems.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116149644","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190434
Igor Kotenko, I. Saenko, Fadey Skorik, S. Bushuev
The paper presents the method to forecast the states of elements of the Internet of Things based on using an artificial neural network. The offered architecture of the neural network is a combination of a multilayered perceptron and a probabilistic neural network. For this reason, it provides high efficiency of decision-making. Results of an experimental assessment of the offered neural network on the accuracy of forecasting the states of elements of the Internet of Things are discussed.
{"title":"Neural network approach to forecast the state of the Internet of Things elements","authors":"Igor Kotenko, I. Saenko, Fadey Skorik, S. Bushuev","doi":"10.1109/SCM.2015.7190434","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190434","url":null,"abstract":"The paper presents the method to forecast the states of elements of the Internet of Things based on using an artificial neural network. The offered architecture of the neural network is a combination of a multilayered perceptron and a probabilistic neural network. For this reason, it provides high efficiency of decision-making. Results of an experimental assessment of the offered neural network on the accuracy of forecasting the states of elements of the Internet of Things are discussed.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128566268","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190453
L. P. Kozlova, O. Kozlova
Discusses an approach to the design of technical systems using the theory of fuzzy sets.
讨论了用模糊集理论进行技术系统设计的一种方法。
{"title":"Using of fuzzy set theory when designing technical systems","authors":"L. P. Kozlova, O. Kozlova","doi":"10.1109/SCM.2015.7190453","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190453","url":null,"abstract":"Discusses an approach to the design of technical systems using the theory of fuzzy sets.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121946973","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190406
Yurii A. Korablev, N. A. Logutova, M. Shestopalov
This paper presents an approach for development of a diagnostic system on the base of ANFIS networks for creation of reference models of pneumatic servo-motor actuated control valve in the mode without faults. Detection, localization and identification of faults is carried out on the basis of the analysis of extreme values of residuals. The idea of this approach is illustrated on a practical example of the diagnostic task solution for benchmark model of pneumatic servo-motor actuated control valve developed by the European university project DAMADIC'S in MATLAB/SIMULINK.
{"title":"Neural network application to diagnostics of pneumatic servo-motor actuated control valve","authors":"Yurii A. Korablev, N. A. Logutova, M. Shestopalov","doi":"10.1109/SCM.2015.7190406","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190406","url":null,"abstract":"This paper presents an approach for development of a diagnostic system on the base of ANFIS networks for creation of reference models of pneumatic servo-motor actuated control valve in the mode without faults. Detection, localization and identification of faults is carried out on the basis of the analysis of extreme values of residuals. The idea of this approach is illustrated on a practical example of the diagnostic task solution for benchmark model of pneumatic servo-motor actuated control valve developed by the European university project DAMADIC'S in MATLAB/SIMULINK.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127496085","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190448
A. I. Laristov, Yu. T. Lyachek, M.F.A. Obadi
A choice of basic system of design of the printed-circuit boards (PCB) is carried out, the main functions of system of the topological tracer of "TopoR" are revealed. Features of the WEB organization of the focused version of SAPR of topological design of software and realization of this system on the basis of cloudy INTERNET technologies are defined.
{"title":"Use of Internet technologies for work organisation with projection system","authors":"A. I. Laristov, Yu. T. Lyachek, M.F.A. Obadi","doi":"10.1109/SCM.2015.7190448","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190448","url":null,"abstract":"A choice of basic system of design of the printed-circuit boards (PCB) is carried out, the main functions of system of the topological tracer of \"TopoR\" are revealed. Features of the WEB organization of the focused version of SAPR of topological design of software and realization of this system on the basis of cloudy INTERNET technologies are defined.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132821704","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}
Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190467
V. Konovalova, A. Perkova, E. S. Suloyeva
The paper describes the way to get a useful component of the ultrasonic defectoscope signal at high-rise reverberation and noise interference. The useful component is got with the thresholding of detail factors of a wavelet-decomposition. Probability of the 1st and 2nd type mistake is examined.
{"title":"Wavelet-processing usage over the ultrasonic defectoscope signal at high-rise reverberation and noise interference","authors":"V. Konovalova, A. Perkova, E. S. Suloyeva","doi":"10.1109/SCM.2015.7190467","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190467","url":null,"abstract":"The paper describes the way to get a useful component of the ultrasonic defectoscope signal at high-rise reverberation and noise interference. The useful component is got with the thresholding of detail factors of a wavelet-decomposition. Probability of the 1st and 2nd type mistake is examined.","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133509859","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}
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