Multi-objective optimization of the objects with coupled parameters using the sliding window method
DOI:
https://doi.org/10.15587/2313-8416.2016.67616Keywords:
multi-objective optimization, connectivity zone, integral efficiency index, sliding window methodAbstract
The problems arising in multi-objective optimization of systems with loosely coupled arguments are analyzed. The integral indicator for efficiency of solving such problems is proposed. It is a sum of optimization levels of the individual subsystems for loosely coupled single argument. The multi-objective optimization method for systems with loosely coupled argument using the sliding window method is developed. The method for optimizing the connectivity zone of systems with loosely coupled arguments is developed
References
Shorobura, N. N. Razrabotka modelej i programmnyh sredstv dlja mnogokriterial'noj optimizacii slozhnyh ob#ektov v komp'juternyh informacionnyh sistemah. Doneck: DNTU.
Stanovs'kyj, O. L., Shvec', P. S., Toropenko, A. V., Bondarenko, V. V., Stanovs'kyj, A. O., Abu Shena, O., Krasnozhon, O. M. (2015). Optymizacija zv’jaznosti elementiv v zadachah avtomatyzovanogo proektuvannja system. Visnyk NTU «HPI», 49 (1158), 170–175.
Perperi, A. O., Shvec', P. S., Monova, D. A. (2011). Modernizacija matematychnogo metodu genetychnogo algorytmu dlja optymizacii' geometrii' shlifuval'nyh kil. Visnyk Odes'koi' derzhavnoi' akademii' budivnyctva ta arhitektury, 41, 217–221.
Hameyer, K. (2013). Electrical Machine: Basics, Design, Function, Operation. RWTH Aachen UniversityInstituteofelectrical machines, 133.
Metallurgicheskie pechi: osnovyteplovoj raboty pechej, nagrevatel'nye i termicheskie pechi. Available at: http://mashmex.ru/metallurgi/79-teplovaya-rabota-pechi.html?showall=1
Pochemu na jeskalatorah v metro perila dvizhutsja bystree, chem stupen'ki? Available at: http://thequestion.ru/questions/37006/pochemu-na-eskalatorakh-v-metro-perila-dvizhutsya-bystree-chem-stupenki
Bakulin, A. S., Kudrinskaja, K. I., Kui, P. A., Mosin, E. T., Pronin, V. A., Fedorov, E. A. (1979). Sooruzhenija, ustrojstva i podvizhnyj sostav metropolitena. Moscow: Transport, 239.
Stanovs'kyj, O. L., Lebedjeva, O. Ju., Abu Shena, O. M. A., Krasnozhon, O. M. (2015). A computer-aided design technology for manufacturing rubber and metal products. Eastern-European Journal of Enterprise Technologies, 5/1 (77), 23–28. doi: 10.15587/1729-4061.2015.51213
Lebedeva, O. Ju., Abu Shena, O., Bondarenko, V. V., Krasnozhon, O. M. (2015). Avtomatyzacija proektuvannja tehnologichnogo procesu vygotovlennja gumovometalevyh vyrobiv. Informacijni tehnologii' v osviti, tehnici ta promyslovosti 2015. Ivano-Frankivs'k, 59–60.
Savjel'jeva, O. S., Stanovs'ka, I. I., Lebedjeva, O. Ju., Toropenko, A. V. (2016). Information technologies of optimizing designs and manufacturing techniques of rubber-metal products. Eastern-European Journal of Enterprise Technologies, 2/2 (80), 28–35. doi: 10.15587/1729-4061.2016.65456
Fleming, P. J. (1986). Application of Multiobjective Optimization to Compensator Design for SISO Control Systems. Electronics Letters, 22 (5), 258. doi: 10.1049/el:19860177
Fleming, P. J. (1985). Computer-Aided Control System Design of Regulators using a Multiobjective Optimization Approach. Proc. IFAC Control Applications of Nonlinear Prog. And Optim., Capri, Italy, 47–52.
Stanovskij, A. L., Shvec, P. S., Toropenko, A. V. (2013). SAPR jelektrotehnicheskogo oborudovanija so slabosvjazannymi jelementami. Suchasnі tehnologіi v mashinobuduvannі: zbіrnik naukovih prac', 8, 133–143.
Stanovskij, A. L., Shvec, P. S., Zheldubovskij, D. A. (2011). Jevoljucionnaja optimizacija slabosvjazannyh tehnicheskih sistem v SAPR. Pracі Odes'kogo polіtehnіchnogo unіversitetu, 2 (36), 234–238.
Stanovskij, A. L., Shvec, P. S., Shhedrov, I. N. (2011). Optimizacija slabosvjazannyh sistem v avtomatizirovannom proektirovanii i upravlenii. Suchasnі tehnologіi v mashinobuduvannі, 6, 129–134.
Sigal, I. H., Ivanova, A. P. (2002). Vvedenie v prikladnoe diskretnoe programmirovanie: modeli i vychislitel'nye algoritmy. Moscow: Fizmatlit, 240.
Shehovcov, A. V., Krjuchkovskij, V. V., Mel'nik, A. N. (2007). Reshenie mnogokriterial'noj optimizacii s ispol'zovaniem adaptivnyh algoritmov. Avtomatika. Avtomatizacija. Jelektrotehnicheskie kompleksy i sistemy, 2 (20), 26–32.
Dasgupta, D. (1993). Optimisation in Time-Varying environments using Structured Genetic Algorithms. Technical Report No IKBS-17-93.
Tonkonogij, V. M., Perperi, A. A., Monova, D. A. (2011). Mnogocelevaja optimizacija metodom kompleksnogo geneticheskogo algoritma. Suchasnі tehnologіi v mashinobuduvannі, 6, 276–281.
Lebedeva, E. Ju., Krasnozhon, A. N., Stanovskij, An. A. (2014). Metod proektirovanija sistem s sushhestvenno razlichnymi svojstvami materialov jelementov. Modelirovanie v prikladnyh nauchnyh issledovanijah. Odessa: ONPU, 57–58.
1. Shorobura, N. N. Razrabotka modelej i programmnyh sredstv dlja mnogokriterial'noj optimizacii slozhnyh ob#ektov v komp'juternyh informacionnyh sistemah. Doneck: DNTU.
2. Stanovs'kyj, O. L., Shvec', P. S., Toropenko, A. V., Bondarenko, V. V., Stanovs'kyj, A. O., Abu Shena, O., Krasnozhon, O. M. (2015). Optymizacija zv’jaznosti elementiv v zadachah avtomatyzovanogo proektuvannja system. Visnyk NTU «HPI», 49 (1158), 170–175.
3. Perperi, A. O., Shvec', P. S., Monova, D. A. (2011). Modernizacija matematychnogo metodu genetychnogo algorytmu dlja optymizacii' geometrii' shlifuval'nyh kil. Visnyk Odes'koi' derzhavnoi' akademii' budivnyctva ta arhitektury, 41, 217–221.
4. Hameyer, K. (2013). Electrical Machine: Basics, Design, Function, Operation. RWTH Aachen UniversityInstituteofelectrical machines, 133.
5. Metallurgicheskie pechi: osnovyteplovoj raboty pechej, nagrevatel'nye i termicheskie pechi. Available at: http://mashmex.ru/metallurgi/79-teplovaya-rabota-pechi.html?showall=1
6. Pochemu na jeskalatorah v metro perila dvizhutsja bystree, chem stupen'ki? Available at: http://thequestion.ru/questions/37006/pochemu-na-eskalatorakh-v-metro-perila-dvizhutsya-bystree-chem-stupenki
7. Bakulin, A. S., Kudrinskaja, K. I., Kui, P. A., Mosin, E. T., Pronin, V. A., Fedorov, E. A. (1979). Sooruzhenija, ustrojstva i podvizhnyj sostav metropolitena. Moscow: Transport, 239.
8. Stanovs'kyj, O. L., Lebedjeva, O. Ju., Abu Shena, O. M. A., Krasnozhon, O. M. (2015). A computer-aided design technology for manufacturing rubber and metal products. Eastern-European Journal of Enterprise Technologies, 5/1 (77), 23–28. doi: 10.15587/1729-4061.2015.51213
9. Lebedeva, O. Ju., Abu Shena, O., Bondarenko, V. V., Krasnozhon, O. M. (2015). Avtomatyzacija proektuvannja tehnologichnogo procesu vygotovlennja gumovometalevyh vyrobiv. Informacijni tehnologii' v osviti, tehnici ta promyslovosti 2015. Ivano-Frankivs'k, 59–60.
10. Savjel'jeva, O. S., Stanovs'ka, I. I., Lebedjeva, O. Ju., Toropenko, A. V. (2016). Information technologies of optimizing designs and manufacturing techniques of rubber-metal products. Eastern-European Journal of Enterprise Technologies, 2/2 (80), 28–35. doi: 10.15587/1729-4061.2016.65456
11. Fleming, P. J. (1986). Application of Multiobjective Optimization to Compensator Design for SISO Control Systems. Electronics Letters, 22 (5), 258. doi:10.1049/el:19860177
12. Fleming, P. J. (1985). Computer-Aided Control System Design of Regulators using a Multiobjective Optimization Approach. Proc. IFAC Control Applications of Nonlinear Prog. And Optim., Capri, Italy, 47–52.
13. Stanovskij, A. L., Shvec, P. S., Toropenko, A. V. (2013). SAPR jelektrotehnicheskogo oborudovanija so slabosvjazannymi jelementami. Suchasnі tehnologіi v mashinobuduvannі: zbіrnik naukovih prac', 8, 133–143.
14. Stanovskij, A. L., Shvec, P. S., Zheldubovskij, D. A. (2011). Jevoljucionnaja optimizacija slabosvjazannyh tehnicheskih sistem v SAPR. Pracі Odes'kogo polіtehnіchnogo unіversitetu, 2 (36), 234–238.
15. Stanovskij, A. L., Shvec, P. S., Shhedrov, I. N. (2011). Optimizacija slabosvjazannyh sistem v avtomatizirovannom proektirovanii i upravlenii. Suchasnі tehnologіi v mashinobuduvannі, 6, 129–134.
16. Sigal, I. H., Ivanova, A. P. (2002). Vvedenie v prikladnoe diskretnoe programmirovanie: modeli i vychislitel'nye algoritmy. Moscow: Fizmatlit, 240.
17. Shehovcov, A. V., Krjuchkovskij, V. V., Mel'nik, A. N. (2007). Reshenie mnogokriterial'noj optimizacii s ispol'zovaniem adaptivnyh algoritmov. Avtomatika. Avtomatizacija. Jelektrotehnicheskie kompleksy i sistemy, 2 (20), 26–32.
18. Dasgupta, D. (1993). Optimisation in Time-Varying environments using Structured Genetic Algorithms. Technical Report No IKBS-17-93.
19. Tonkonogij, V. M., Perperi, A. A., Monova, D. A. (2011). Mnogocelevaja optimizacija metodom kompleksnogo geneticheskogo algoritma. Suchasnі tehnologіi v mashinobuduvannі, 6, 276–281.
20. Lebedeva, E. Ju., Krasnozhon, A. N., Stanovskij, An. A. (2014). Metod proektirovanija sistem s sushhestvenno razlichnymi svojstvami materialov jelementov. Modelirovanie v prikladnyh nauchnyh issledovanijah. Odessa: ONPU, 57–58.
Downloads
Published
Issue
Section
License
Copyright (c) 2016 Павел Степанович Швец, Дария Анатольевна Монова, Виктор Владимирович Бондаренко, Елена Александровна Оборотова
This work is licensed under a Creative Commons Attribution 4.0 International License.
Our journal abides by the Creative Commons CC BY copyright rights and permissions for open access journals.
Authors, who are published in this journal, agree to the following conditions:
1. The authors reserve the right to authorship of the work and pass the first publication right of this work to the journal under the terms of a Creative Commons CC BY, which allows others to freely distribute the published research with the obligatory reference to the authors of the original work and the first publication of the work in this journal.
2. The authors have the right to conclude separate supplement agreements that relate to non-exclusive work distribution in the form in which it has been published by the journal (for example, to upload the work to the online storage of the journal or publish it as part of a monograph), provided that the reference to the first publication of the work in this journal is included.
