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Kafes yapıların JAYA algoritmasıyla doğal frekans sınırlayıcıları altında optimum tasarımı

Year 2020, Volume: 11 Issue: 3, 1385 - 1396, 30.09.2020
https://doi.org/10.24012/dumf.722958

Abstract

Bu çalışma ile düzlem ve uzay kafes yapıların doğal frekans sınırlayıcıları altında Jaya algoritması kullanılarak optimum (minimum ağırlıklı) tasarımı yapılmıştır. Jaya, Sanskritçe’de “Zafer” anlamına gelmektedir. Jaya algoritması (JA), optimum tasarım probleminin çözümünde en iyi çözüme yaklaşma ve en kötü çözümden uzaklaşma prensibini esas almaktadır. JA’nın geçerliliğini göstermek için daha önce farklı optimizasyon yöntemleri ile optimize edilmiş olan 200 elemanlı düzlem kafes ve 72 elemanlı uzay kafes yapılar kullanılmıştır. JA’nın performansı, optimum ağırlık ve optimum ağırlığın elde edilmesi için gerekli yapı analiz sayısı bakımından literatürdeki diğer yöntemlerle kıyaslanmıştır. Bu kıyaslamalar, JA’nın literatürdeki diğer yöntemlerden daha iyi sonuçlar elde edebildiğini göstermektedir.

Supporting Institution

Dicle Üniversitesi

Project Number

Proje Numarası: Mühendislik.18.002, 2018.

Thanks

Bu araştırma Dicle Üniversitesi Bilimsel Araştırma Projeleri Koordinasyon Birimi Koordinatörlüğü'nce desteklenmiştir. Proje Numarası: Mühendislik.18.002, 2018.

References

  • J.H. Holland, Adaptation in Natural and Artificial Systems. Ann Arbor The University of Michigan Press, 1975.
  • M. Dorigo, V. Maniezzo and A. Colorni, “The ant system: optimization by a colony of cooperating agents”, IEEE Trans. Syst. Man. Cybern. B, 29–41, (1996).
  • R.C. Eberhart, J. Kennedy, A new optimizer using particle swarm theory: Proceedings of The Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1942-1948, (1995).
  • R.V. Rao, V.J. Savsani, D.P. Vakharia, “Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems”, Computer-Aided Design, vol. 43, no 3, pp. 303–315, 2011.
  • G.G. Tejani, V.J. Savsani, V.K. Patel, “Modified sub-population teaching-learning-based optimization for design of truss structures with natural frequency constraints” Mech. Based Des. Struc., vol. 44, no 4, pp. 495-513, 2016.
  • M. Farshchin, C.V. Camp, M. Maniat, “Optimal design of truss structures for size and shape with frequency constraints using a collaborative optimization strategy”, Expert Syst. Appl., vol. 66, pp. 203–18, 2016.
  • A. Kaveh, A. Zolghadr, “Cyclical parthenogenesis algorithm for layout optimization of truss structures with frequency constraints”, Eng. Optimiz., vol. 49, no 8, pp. 1317-1334, 2017.
  • A. Kaveh, M.I. Ghazaan, “Vibrating Particles System Algorithm for Truss Optimization with Multiple Natural Frequency Constraints”, Acta Mech., vol. 228, no 1, pp. 307–322, 2017.
  • V. Ho-Huu, T. Nguyen-Thoi, T. Truong-Khac, L. Le-Anh, T. Vo-Duy, “An improved differential evolution based on roulette wheel selection for shape and size optimization of truss structures with frequency constraints”, Neural Comput. Appl., vol. 29, no. 1, pp.167–185, 2018.
  • Q.X. Lieu, D.T.T, Do, J. Lee, “An adaptive hybrid evolutionary firefly algorithm for shape and size optimization of truss structures with frequency constraints”, Comput. Struct., vol 195, pp. 99-112, 2018.
  • A. Kaveh, M. Kooshkbaghi, “Enhanced artificial coronary circulation system algorithm for truss optimization with multiple natural frequency constraints”, Period Polytech-Civ., vol. 63, no 2, pp. 362-376, 2019.
  • A. Kaveh, S. Mahjoubi, “Hypotrochoid spiral optimization approach for sizing and layout optimization of truss structures with multiple frequency constraints”, Eng. Comput., vol. 35, pp. 1443-1462, 2019.
  • R.V. Rao, “Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems”, Int. J. Ind. Eng. Comput., vol. 7, pp. 19-34, 2016.
  • R.V. Rao, K.C. More, J. Taler, P. Ocłon, “Dimensional optimization of a micro-channel heat sink using Jaya algorithm”, Appl. Therm. Eng., vol. 103, pp. 572-582, 2016.
  • S.P. Singh, T. Prakash, V.P. Singh, M.G. Babu, “Analytic hierarchy process based automatic generation control of multi-area interconnected power system using Jaya algorithm”, Eng. Appl. Artif. Intel., vol. 60, pp. 35-44, 2017.
  • S.O. Degertekin, L. Lamberti, I.B. Ugur, “Sizing, layout and topology design optimization of truss structures using the Jaya algorithm”, Appl. Soft. Comput, vol. 70, pp. 903-928, 2018.
  • S.O. Degertekin, L. Lamberti, I.B. Ugur, “Discrete sizing/layout/topology optimization of truss structures with an advanced Jaya algorithm”, Appl. Soft. Comput, vol. 79, pp. 363-390, 2019.
  • SAP 2000 v20. Integrated Software for Structural Analysis and Design. Computers & Structures, Inc. Walnut Creek (CA), USA. 2018.
Year 2020, Volume: 11 Issue: 3, 1385 - 1396, 30.09.2020
https://doi.org/10.24012/dumf.722958

Abstract

Project Number

Proje Numarası: Mühendislik.18.002, 2018.

References

  • J.H. Holland, Adaptation in Natural and Artificial Systems. Ann Arbor The University of Michigan Press, 1975.
  • M. Dorigo, V. Maniezzo and A. Colorni, “The ant system: optimization by a colony of cooperating agents”, IEEE Trans. Syst. Man. Cybern. B, 29–41, (1996).
  • R.C. Eberhart, J. Kennedy, A new optimizer using particle swarm theory: Proceedings of The Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 1942-1948, (1995).
  • R.V. Rao, V.J. Savsani, D.P. Vakharia, “Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems”, Computer-Aided Design, vol. 43, no 3, pp. 303–315, 2011.
  • G.G. Tejani, V.J. Savsani, V.K. Patel, “Modified sub-population teaching-learning-based optimization for design of truss structures with natural frequency constraints” Mech. Based Des. Struc., vol. 44, no 4, pp. 495-513, 2016.
  • M. Farshchin, C.V. Camp, M. Maniat, “Optimal design of truss structures for size and shape with frequency constraints using a collaborative optimization strategy”, Expert Syst. Appl., vol. 66, pp. 203–18, 2016.
  • A. Kaveh, A. Zolghadr, “Cyclical parthenogenesis algorithm for layout optimization of truss structures with frequency constraints”, Eng. Optimiz., vol. 49, no 8, pp. 1317-1334, 2017.
  • A. Kaveh, M.I. Ghazaan, “Vibrating Particles System Algorithm for Truss Optimization with Multiple Natural Frequency Constraints”, Acta Mech., vol. 228, no 1, pp. 307–322, 2017.
  • V. Ho-Huu, T. Nguyen-Thoi, T. Truong-Khac, L. Le-Anh, T. Vo-Duy, “An improved differential evolution based on roulette wheel selection for shape and size optimization of truss structures with frequency constraints”, Neural Comput. Appl., vol. 29, no. 1, pp.167–185, 2018.
  • Q.X. Lieu, D.T.T, Do, J. Lee, “An adaptive hybrid evolutionary firefly algorithm for shape and size optimization of truss structures with frequency constraints”, Comput. Struct., vol 195, pp. 99-112, 2018.
  • A. Kaveh, M. Kooshkbaghi, “Enhanced artificial coronary circulation system algorithm for truss optimization with multiple natural frequency constraints”, Period Polytech-Civ., vol. 63, no 2, pp. 362-376, 2019.
  • A. Kaveh, S. Mahjoubi, “Hypotrochoid spiral optimization approach for sizing and layout optimization of truss structures with multiple frequency constraints”, Eng. Comput., vol. 35, pp. 1443-1462, 2019.
  • R.V. Rao, “Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems”, Int. J. Ind. Eng. Comput., vol. 7, pp. 19-34, 2016.
  • R.V. Rao, K.C. More, J. Taler, P. Ocłon, “Dimensional optimization of a micro-channel heat sink using Jaya algorithm”, Appl. Therm. Eng., vol. 103, pp. 572-582, 2016.
  • S.P. Singh, T. Prakash, V.P. Singh, M.G. Babu, “Analytic hierarchy process based automatic generation control of multi-area interconnected power system using Jaya algorithm”, Eng. Appl. Artif. Intel., vol. 60, pp. 35-44, 2017.
  • S.O. Degertekin, L. Lamberti, I.B. Ugur, “Sizing, layout and topology design optimization of truss structures using the Jaya algorithm”, Appl. Soft. Comput, vol. 70, pp. 903-928, 2018.
  • S.O. Degertekin, L. Lamberti, I.B. Ugur, “Discrete sizing/layout/topology optimization of truss structures with an advanced Jaya algorithm”, Appl. Soft. Comput, vol. 79, pp. 363-390, 2019.
  • SAP 2000 v20. Integrated Software for Structural Analysis and Design. Computers & Structures, Inc. Walnut Creek (CA), USA. 2018.
There are 18 citations in total.

Details

Primary Language Turkish
Journal Section Articles
Authors

S. Özgür Değertekin 0000-0001-8885-6468

Gülay Yalçin Bayar 0000-0002-7575-8559

Project Number Proje Numarası: Mühendislik.18.002, 2018.
Publication Date September 30, 2020
Submission Date April 19, 2020
Published in Issue Year 2020 Volume: 11 Issue: 3

Cite

IEEE S. Ö. Değertekin and G. Yalçin Bayar, “Kafes yapıların JAYA algoritmasıyla doğal frekans sınırlayıcıları altında optimum tasarımı”, DUJE, vol. 11, no. 3, pp. 1385–1396, 2020, doi: 10.24012/dumf.722958.
DUJE tarafından yayınlanan tüm makaleler, Creative Commons Atıf 4.0 Uluslararası Lisansı ile lisanslanmıştır. Bu, orijinal eser ve kaynağın uygun şekilde belirtilmesi koşuluyla, herkesin eseri kopyalamasına, yeniden dağıtmasına, yeniden düzenlemesine, iletmesine ve uyarlamasına izin verir. 24456