Pub Date : 2015-05-19DOI: 10.1109/SCM.2015.7190490
M. P. Belov, O. Zolotov
This study investigates the effectiveness of the genetic algorithm evolved neural network and its application in the drive control systems of electromechanical objects. The methodology adopts a real coded GA strategy using datasets in a series of experiments that evaluate the effects on network performance of different choices of network parameters.
{"title":"Optimization of parameters of neural networks by genetic algorithm in the control systems of electromechanical objects","authors":"M. P. Belov, O. Zolotov","doi":"10.1109/SCM.2015.7190490","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190490","url":null,"abstract":"This study investigates the effectiveness of the genetic algorithm evolved neural network and its application in the drive control systems of electromechanical objects. The methodology adopts a real coded GA strategy using datasets in a series of experiments that evaluate the effects on network performance of different choices of network parameters.","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":"126488500","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.2015.7190402
M. K. Medynskaya
The article provides information about fuzzy sets: its history, definitions, operations. Review of set theory and is accompanied by a choice task, provides a solution to one of the options.
{"title":"Fuzzy set theory. The concept of fuzzy sets","authors":"M. K. Medynskaya","doi":"10.1109/SCM.2015.7190402","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190402","url":null,"abstract":"The article provides information about fuzzy sets: its history, definitions, operations. Review of set theory and is accompanied by a choice task, provides a solution to one of the options.","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":"126075535","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.2015.7190458
N. Kapustin, I. Kholod, Ilya Petuhov
This paper describes an approach of application of the actor model for distributed computations of the block based data mining algorithms, provides the comparison with other approaches, describes concrete implementation of the approach and the result of the experiment.
{"title":"Application of actor model for distributed execution of data mining algorithms","authors":"N. Kapustin, I. Kholod, Ilya Petuhov","doi":"10.1109/SCM.2015.7190458","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190458","url":null,"abstract":"This paper describes an approach of application of the actor model for distributed computations of the block based data mining algorithms, provides the comparison with other approaches, describes concrete implementation of the approach and the result of the experiment.","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":"130692362","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.2015.7190441
G. Kukharev, Yuriy Matveev, N. Shchegoleva
The problem of automatic photo-sketchmatching is discussed. Methods for generation a sketches population from the initial sketch to improve the performance of sketch-based photo image retrieval systems is proposed. A method to increase the index of similarity in pairs sketch-photo based on computation of an average sketch from the generated population is provided. It is shown that such sketches are more similar to original photo images and their use in the discussed problem may lead to good results.
{"title":"Matching of a sketches with an original photos","authors":"G. Kukharev, Yuriy Matveev, N. Shchegoleva","doi":"10.1109/SCM.2015.7190441","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190441","url":null,"abstract":"The problem of automatic photo-sketchmatching is discussed. Methods for generation a sketches population from the initial sketch to improve the performance of sketch-based photo image retrieval systems is proposed. A method to increase the index of similarity in pairs sketch-photo based on computation of an average sketch from the generated population is provided. It is shown that such sketches are more similar to original photo images and their use in the discussed problem may lead to good results.","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":"131348995","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.2015.7190419
V. Kalmychkov, A. V. Krasilnikov, I. Matveeva
In this paper we present our experience in quantum circuits design automation on the different notations basis. The need of rules and methods for generation of primitive quantum gates sequence for the quantum circuits on the basis of the Linear Nearest Neighbor (LNN) notation is shown. Our lexical verification methodology for quantum circuit specifications in each stage of its design is represented.
{"title":"Quantum circuits specifications design with lexical verification","authors":"V. Kalmychkov, A. V. Krasilnikov, I. Matveeva","doi":"10.1109/SCM.2015.7190419","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190419","url":null,"abstract":"In this paper we present our experience in quantum circuits design automation on the different notations basis. The need of rules and methods for generation of primitive quantum gates sequence for the quantum circuits on the basis of the Linear Nearest Neighbor (LNN) notation is shown. Our lexical verification methodology for quantum circuit specifications in each stage of its design is represented.","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":"133220602","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.2015.7190410
D. Samokhvalov, P. Shpakov, V. Skurikhin
If the drive is designed based on the requirements for efficiency, it is necessary to check out effectiveness of control methods and design solutions at the modeling stage. For this purpose numerical model should provide measurements of the instantaneous values of efficiency. This paper offers method which allows calculations of the instantaneous efficiency of permanent magnet synchronous machine at modeling in a Simulink. The dependences of power factor and efficiency on the rotation speed is obtained.
{"title":"Evaluation of electromechatronical converter efficiency at modeling stage","authors":"D. Samokhvalov, P. Shpakov, V. Skurikhin","doi":"10.1109/SCM.2015.7190410","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190410","url":null,"abstract":"If the drive is designed based on the requirements for efficiency, it is necessary to check out effectiveness of control methods and design solutions at the modeling stage. For this purpose numerical model should provide measurements of the instantaneous values of efficiency. This paper offers method which allows calculations of the instantaneous efficiency of permanent magnet synchronous machine at modeling in a Simulink. The dependences of power factor and efficiency on the rotation speed is obtained.","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":"115319973","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.2015.7190413
O. Kozlova, L. P. Kozlova
In the technical vision, it is important to select the contours of the image correctly. This article presents the statement of this task, arising in it and variants of solutions.
{"title":"A modern approach to the selecting of the contours in the task of technical vision","authors":"O. Kozlova, L. P. Kozlova","doi":"10.1109/SCM.2015.7190413","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190413","url":null,"abstract":"In the technical vision, it is important to select the contours of the image correctly. This article presents the statement of this task, arising in it and variants of solutions.","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":"123979624","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.2015.7190416
D. Butusov, A. Karimov, V. Andreev
Numerical simulation of nonlinear dynamical systems with the chaotic behavior is the major research field in a modern computer science. The aim of this research was the experimental study of new symmetric numerical integration method as a basic method for the Aitken-Neville extrapolation scheme. The properties of the Sprott (B) chaotic nonlinear system was studied via computer simulation, and the global truncation error was analyzed for the extrapolation methods of accuracy order 4 and 6. Some conclusions about the advantages of proposed symmetric ODE solver compared to the classical Runge-Kutta and Gregg-Bulirsch-Stoer methods are given. The considered extrapolation scheme has a single-step semi-implicit method as a basic solver, and is more numerically effective while being implemented on parallel computers.
{"title":"Computer simulation of chaotic systems with symmetric extrapolation methods","authors":"D. Butusov, A. Karimov, V. Andreev","doi":"10.1109/SCM.2015.7190416","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190416","url":null,"abstract":"Numerical simulation of nonlinear dynamical systems with the chaotic behavior is the major research field in a modern computer science. The aim of this research was the experimental study of new symmetric numerical integration method as a basic method for the Aitken-Neville extrapolation scheme. The properties of the Sprott (B) chaotic nonlinear system was studied via computer simulation, and the global truncation error was analyzed for the extrapolation methods of accuracy order 4 and 6. Some conclusions about the advantages of proposed symmetric ODE solver compared to the classical Runge-Kutta and Gregg-Bulirsch-Stoer methods are given. The considered extrapolation scheme has a single-step semi-implicit method as a basic solver, and is more numerically effective while being implemented on parallel computers.","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":"123250637","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.2015.7190451
V. Gorokhov, D. V. Kholodnyak, V. Vitkovsky
The purpose analytical systems to cognitive given multivariate visualizations-serve the suitable instrument for the initial study of the multivariate structure given (the result of the observation information object). The demonstration result statistical data processing; stimulation intuitions and empirical experience of the user to the account of the generations in the consciousness of the user cognitive image causing aesthetic sufferings.
{"title":"The concept of computer visualization of scientific metaphor","authors":"V. Gorokhov, D. V. Kholodnyak, V. Vitkovsky","doi":"10.1109/SCM.2015.7190451","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190451","url":null,"abstract":"The purpose analytical systems to cognitive given multivariate visualizations-serve the suitable instrument for the initial study of the multivariate structure given (the result of the observation information object). The demonstration result statistical data processing; stimulation intuitions and empirical experience of the user to the account of the generations in the consciousness of the user cognitive image causing aesthetic sufferings.","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":"122618640","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.2015.7190420
S. Chermoshencev, R. Gaynutdinov
The paper discusses the electromagnetic topology technique for modeling by influence external electromagnetic field on the complex electronic equipment. In this paper we describe an example of modeling the influence of electromagnetic impulse on the complex electronic equipment.
{"title":"Modeling the external electromagnetic influences on the complex electronic equipment","authors":"S. Chermoshencev, R. Gaynutdinov","doi":"10.1109/SCM.2015.7190420","DOIUrl":"https://doi.org/10.1109/SCM.2015.7190420","url":null,"abstract":"The paper discusses the electromagnetic topology technique for modeling by influence external electromagnetic field on the complex electronic equipment. In this paper we describe an example of modeling the influence of electromagnetic impulse on the complex electronic equipment.","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":"126038239","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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