Multi-criterion fuzzy design of computing systems based on clustering

V.N. Ruchkin; B.V. Kostrov; V.A. Romanchuk; V.A. Fulin

Multi-criterion fuzzy design of computing systems based on clustering

V.N. Ruchkin¹, B.V. Kostrov², V.A. Romanchuk³, V.A. Fulin⁴

research article Pages: 33-40

¹ Dr. Sc. (Eng.), Professor, Department of Informatics and Computer Engineering, Ryazan State University named for S. Yesenin
² Dr. Sc. (Eng.), Professor, Head of Department of Computer, Ryazan State Radio Engineering University
³ Ph. D. (Eng.), Associate Professor, Department of Informatics and Computer Engineering, Ryazan State University named for S. Yesenin
⁴ Head of Centre, Ryazan State University named for S. Yesenin

Keywords: computing system the set-theoretic clustering equivalence classes linguistic variables fuzzy multicriteria analysis and selection

Abstract

Proposed the set-theoretic clustering design of a computer system. Produced production modeling of knowledge rules of fuzzy structures in technical characteristic parameters: the number of computational modules, the amount of firmware memory, system performance, etc. Describes the algorithm «assessing the criterion value» and the algorithm «performance evaluation framework».

How to cite

Ручкин В.Н., Костров Б.В., Романчук В.А., Фулин В.А. Многокритериальный нечеткий выбор вычислительной структуры на основе кластеризации // Динамика сложных систем - XXI век. 2016. № 1. С. 33–40.

References

Zadeh L.A. Fuzzy logic and its application to approximate reasoning // In: Information Processing 74. Proc. IFIPCongr. 1974 (3). P. 591−594.
Zadeh L.A. Computing With Words. Principal Concepts and Ideas. Berlin: Springer. 2012.
Erkan Diken, Roel Jordans, Lech Jozwiak, Henk Corporaal. Construction and Exploitation of VLIW ASIPS with Multiple Vector-Widths // 3rd Mediterranean Conference on Embedded Computing MECO 2014. Budva, Montenegro. P. 244−247.
Jordans R., Jozwiak L., Corporaal H. Instruction Set Architecure Exploration of VLIW ASIPs Using a Genetic Algorithm // 3rd Mediterranean Conference on Embedded Computing MECO. 2013. Budva, Montenegro. P. 32−35.
Diken E., Jordans R., Corvino R., Jozwiak L., Corporaal H., Chies F.A. Construction and exploitation of vliw asips with heterogeneous vector-widths // Microprocessors and Microsystems. November 2014. V. 38. № 8-B. P. 947−959.
Korjachko V.P., Skvorcov S.V., Taganov A.I., SHibanov A.P. EHvoljucija avtomatizirovannogo proektirovanija ehlektronno-vychislitelnykh sredstv // Radiotekhnika. 2012. № 3. S. 97−103.
Ruchkin V., Romanchuk V., Sulitsa R. Clustering, Restorability and Designing of Embedded Computer Systems Based on Neuroprocessors // Proceedings of the 2nd Mediterranean Conference on Embedded Computing MECO. 2013. Budva. Montenegro. P. 58−61.
Ruchkin V., Kostrov B.Kolesenkov A., Ruchkina E. Anthropogenic Situation Express Monitoring on the Basis of Fuzzy Neural Networks // Proceedings of the 3rd Mediterranean Conference on Embedded Computing MECO. 2014. Budva. Montenegro. P. 166−169.
Bekhtin Y., Gurov V., Guryeva M. Algorithmic Supply of IR Sensors with FPN Using Texture Homogeneity Levels // 3rd Mediterranean Conference on Embedded Computing MECO. 2014. Budva. Montenegro. P. 252−255.
Ivutin A.N., Larkin E.V. Estimation of Latency in Embedded Real-Time Systems // 3rd Mediterranean Conference on Embedded Computing MECO. 2014. Budva. Montenegro. P. 236−239.
Zlobin V.K., Ruchkin V.N. Nejjroseti i nejjrokompjutery. SPb.: BKHV-Peterburg. 2011. 256 s.
Grigorenko D.V., Ruchkin V.N. Povyshenie vosstanavlivaemosti klasternykh nejjroprocessornykh sistem obrabotki dannykh // Cifrovaja obrabotka informacii. 2013. № 1. S. 61−72.
Romanchuk V.A., Ruchkin V.N. Algoritmy analiza vychislitelnykh struktur na baze nejjroprocessorov // Vestnik RGRTU (Rjazan). 2012. № 2. S. 60−66.
Romanchuk V.A., Ruchkin V.N., Fulin V.N. Proektirovanie nejjroprocessornykh sistem na osnove nechetkojj klasterizacii // Vestnik RGRTU (Rjazan). 2014. № 50-1. S. 87−93.
Ruchkin V.N., Romanchuk V.A. Razrabotka programmnykh sredstv analiza nejjroprocessornykh sistem // Vestnik RGRTU (Rjazan). 2010. № 32. S. 61−67.
Ruchkin V.N., Fulin V.A. Arkhitektura kompjuternykh setejj // M.: DIALOG-MIFI. 2008.
Ruchkin V.N., Romanchuk V.A., Fulin V.A. Razrabotka modeli slozhnojj nejjroprocessornojj sistemy // Cifrovaja obrabotka signalov. 2012. № 4. S. 70−74.
Ruchkin V.N., Kostrov B.V., Romanchuk V.A., Fulin V.A. Analiz javnogo i nejavnogo parallelizma na osnove klasterizacii vychislitelnykh sistem// Dinamika slozhnykh sistem - XXI vek. 2015. T. 9. № 2. S. 20−28.
Ruchkin V.N., Romanchuk V.A., Fulin V.A. Estestvennyjj parallelizm kvantovykh kompjuterov i nejjrovychislitelejj // Vestnik Rjazanskogo gosudarstvennogo universiteta im. SA Esenina. 2013. № 2 (39).

[1] Zadeh L.A. Fuzzy logic and its application to approximate reasoning // In: Information Processing 74. Proc. IFIPCongr. 1974 (3). P. 591−594.

[2] Zadeh L.A. Computing With Words. Principal Concepts and Ideas. Berlin: Springer. 2012.

[3] Erkan Diken, Roel Jordans, Lech Jozwiak, Henk Corporaal. Construction and Exploitation of VLIW ASIPS with Multiple Vector-Widths // 3rd Mediterranean Conference on Embedded Computing MECO 2014. Budva, Montenegro. P. 244−247.

[4] Jordans R., Jozwiak L., Corporaal H. Instruction Set Architecure Exploration of VLIW ASIPs Using a Genetic Algorithm // 3rd Mediterranean Conference on Embedded Computing MECO. 2013. Budva, Montenegro. P. 32−35.

[5] Diken E., Jordans R., Corvino R., Jozwiak L., Corporaal H., Chies F.A. Construction and exploitation of vliw asips with heterogeneous vector-widths // Microprocessors and Microsystems. November 2014. V. 38. № 8-B. P. 947−959.

[6] Korjachko V.P., Skvorcov S.V., Taganov A.I., SHibanov A.P. EHvoljucija avtomatizirovannogo proektirovanija ehlektronno-vychislitelnykh sredstv // Radiotekhnika. 2012. № 3. S. 97−103.

[7] Ruchkin V., Romanchuk V., Sulitsa R. Clustering, Restorability and Designing of Embedded Computer Systems Based on Neuroprocessors // Proceedings of the 2nd Mediterranean Conference on Embedded Computing MECO. 2013. Budva. Montenegro. P. 58−61.

[8] Ruchkin V., Kostrov B.Kolesenkov A., Ruchkina E. Anthropogenic Situation Express Monitoring on the Basis of Fuzzy Neural Networks // Proceedings of the 3rd Mediterranean Conference on Embedded Computing MECO. 2014. Budva. Montenegro. P. 166−169.

[9] Bekhtin Y., Gurov V., Guryeva M. Algorithmic Supply of IR Sensors with FPN Using Texture Homogeneity Levels // 3rd Mediterranean Conference on Embedded Computing MECO. 2014. Budva. Montenegro. P. 252−255.

[10] Ivutin A.N., Larkin E.V. Estimation of Latency in Embedded Real-Time Systems // 3rd Mediterranean Conference on Embedded Computing MECO. 2014. Budva. Montenegro. P. 236−239.

[11] Zlobin V.K., Ruchkin V.N. Nejjroseti i nejjrokompjutery. SPb.: BKHV-Peterburg. 2011. 256 s.

[12] Grigorenko D.V., Ruchkin V.N. Povyshenie vosstanavlivaemosti klasternykh nejjroprocessornykh sistem obrabotki dannykh // Cifrovaja obrabotka informacii. 2013. № 1. S. 61−72.

[13] Romanchuk V.A., Ruchkin V.N. Algoritmy analiza vychislitelnykh struktur na baze nejjroprocessorov // Vestnik RGRTU (Rjazan). 2012. № 2. S. 60−66.

[14] Romanchuk V.A., Ruchkin V.N., Fulin V.N. Proektirovanie nejjroprocessornykh sistem na osnove nechetkojj klasterizacii // Vestnik RGRTU (Rjazan). 2014. № 50-1. S. 87−93.

[15] Ruchkin V.N., Romanchuk V.A. Razrabotka programmnykh sredstv analiza nejjroprocessornykh sistem // Vestnik RGRTU (Rjazan). 2010. № 32. S. 61−67.

[16] Ruchkin V.N., Fulin V.A. Arkhitektura kompjuternykh setejj // M.: DIALOG-MIFI. 2008.

[17] Ruchkin V.N., Romanchuk V.A., Fulin V.A. Razrabotka modeli slozhnojj nejjroprocessornojj sistemy // Cifrovaja obrabotka signalov. 2012. № 4. S. 70−74.

[18] Ruchkin V.N., Kostrov B.V., Romanchuk V.A., Fulin V.A. Analiz javnogo i nejavnogo parallelizma na osnove klasterizacii vychislitelnykh sistem// Dinamika slozhnykh sistem - XXI vek. 2015. T. 9. № 2. S. 20−28.

[19] Ruchkin V.N., Romanchuk V.A., Fulin V.A. Estestvennyjj parallelizm kvantovykh kompjuterov i nejjrovychislitelejj // Vestnik Rjazanskogo gosudarstvennogo universiteta im. SA Esenina. 2013. № 2 (39).

Abstract

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