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Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması

Yıl 2017, Cilt: 23 Sayı: 3, 221 - 231, 30.06.2017

Öz

Bu
çalışmada, meta-sezgisel optimizasyon yöntemlerinin betonarme konsol istinat
duvarlarının minimum maliyet ve CO2 salınımına göre optimum tasarımı
problemindeki performansları araştırılmıştır. Araştırma için, biyo-coğrafya
tabanlı ve sosyal örümcek optimizasyon algoritmaları kullanılmıştır. Minimum
maliyet fonksiyonu, minimum karbondioksit salınımı fonksiyonu, minimum maliyet
ve karbondioksitin salınımını içeren çok amaçlı fonksiyon optimizasyon
probleminin amaç fonksiyonları olarak tanımlanmıştır. Optimizasyon probleminde
on üç adet tasarım değişkeni tanımlanmıştır. Bunlardan sekiz tanesi istinat
duvarının en kesitini oluşturan değişkenlerdir. Diğer beş tanesi ise duvar
elemanların donatı detaylandırmasıdır. Eğilme ve kesme kapasite
sınırlayıcıları, minimum ve maksimum donatı alanları, donatı
detaylandırılmasında gerekli donatı uzunlukları ve göçme modların güvenlik
katsayıları optimizasyon probleminin tasarım sınırlayıcıları olarak tanımlanmıştır.
Eğilme ve kesme kapasitesi sınırlayıcıları ve donatı alanlarının minimum ve
maksimum sınır değerleri Amerikan beton enstitüsü (ACI 318-14) tasarım
şartnamesinden alınmıştır. Sunulan optimizasyon yöntemlerinin performanslarını
test etmek için literatürdeki tasarım örnekleri kullanılmıştır. Buna ek olarak
farklı beton ve çelik malzemeleri kullanılarak malzeme sınıflarının optimum CO2
salınımı ve maliyeti üzerindeki etkinliği araştırılmıştır.

Kaynakça

  • Simon D. "Biogeography-Based optimization". IEEE Transactions on Evolutionary Computation, 12(6), 702-713, 2008. Bhattacharya A, Chattopadhyay PK. “Economic dispatch solution using biogeography-based optimization”. Annual IEEE India Conference, Ahmedabad, India, 18-20 December 2009. Rarick R, Simon D, Villaseca FE, Vyakaranam B. "Biogeography-Based Optimization and the Solution of the Power Flow Problem". 2009 IEEE International Conference on Systems Man and Cybernetics, San Antonio/ Texas, USA, 11-14 October 2009. Ashrafinia S, Pareek U, Naeem M, Lee D. "Source and Relay Power Selection Using Biogeography-Based Optimization for Cognitive Radio Systems". Proc. 2011 IEEE Vehicular Technology Conference, San Francisco/California, USA, 05-08 September 2011. Daoudi M, Boukra A, Ahmed-Nacer M. Security Audit Trail Analysis with Biogeography Based Optimization Metaheuristic. Editors: Azizah AM, Akram Z, Mazdak Z, Suriayati C, Eyas EQ. Informatics Engineering and Information Science, 218-227, Berlin, Germany, Springer, 2011. Gupta S, Arora A, Panchal VK, Goel S. Extended biogeography based optimization for natural terrain feature classification from satellite remote sensing images. Editors: Srinivas A, Sanghamitra B, Catalyurek UV, Dubhashi DP, Jones PH, h Parashar M, Schmidt B. Contemporary Computing IC3, 262-269, Berlin, Germany, Springer, 2011. Roy PK, Ghoshal SP, Thakur SS. "Optimal reactive power dispatch considering flexible AC transmission system devices using biogeography-based optimization". Electric Power Components and Systems, 39(8), 733-750, 2011. Chatterjee A, Siarry P, Nakib A, Blanc R. "An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy". Engineering Applications of Artificial Intelligence, 25(8), 1698-1709, 2012. Jain P, Agarwal A, Gupta N, Shar-ma R, Paliwal U, Bhakar R, “Profit maximization of a generation company based on biogeography based optimization”. Power and Energy Society General Meeting Confrence, San Diego/California, USA, 22-26 July 2012. Rahmati SHA, Zandieh M. "A new biogeography-based optimization (BBO) algorithm for the flexible job shop scheduling problem". International Journal of Advanced Manufacturing Technology, 58(9-12), 1115-1129, 2012. Gupta D, Goel L, Aggarwal V. “A Hybrid Biogeography Based Heuristic for the Mirrored Traveling Tournament Problem” Sixth International Conference on Contemporary Computing (IC3), Noida, India, 8-10 August 2013. Cuevas E, Cienfuegos M, Zaldivar D, Perez-Cisneros M. “A swarm optimization algorithm inspired in the behavior of the social-spider”. Expert Systems with Applications, 40 (16), 6374-6384, 2013. Esapour K, Hoseinzadeh R, Akbari-Zadeh MR, Zare J. “A new sufficent method based on levy-social spider technique for optimal economic dispatch of thermal power unit”. Journal of Intelligent Fuzzy Systems, 28(3), 1137-1143 2015. Kavousi-Fard A, Abbasi A, Rostami MA, Khosravi A. “Optimal distribution feeder reconfiguration for increasing the penetration of plug-in electric vehicles and minimizing network costs”. Energy, 93, 1693-1703, 2015. Khorramnia R, Akbarizadeh MR, Jahromi MK, Khorrami SK, Kavusifard F. “A new unscented transform for considering wind turbine uncertainty in ED problem based on SSO algorithm”. Journal of Intelligent Fuzzy Systems, 29(4), 1479-1491, 2015. Mirjalili SZ, Saremi S, Mirjalili SM. “Designing evolutionary feedforward neural networks using social spider optimization algorithm”. Neural Computing & Applications 26(8), 1919-1928, 2015. Pereira DR, Delpiano J, Papa JP “On the optical flow model selection through metaheuristics”. Eurasip Journal on Image and Video, 49, 25-38, 2015. Hameed WI, Kadhim AS, Al-Thuwaynee AAK. “Field weakening control of a separately excited dc motor using neural network optimized by social spider algorithm”. Engineering, 8(1), 1-10, 2016. Pereira DR, Pazoti MA, Pereira LA, Rodrigues D, Ramos CO, Souza AN, Papa JP. “Social-Spider optimization-based support vector machines applied for energy theft detection”. Computers & Electrical Engineering, 49, 25-38, 2016. Saribas A, Erbatur F. "Optimization and sensitivity of retaining structures". Journal of Geotechnical Engineering-ASCE, 122(8), 649-656, 1996. Yepes V, Alcala J, Perea C, González-Vidosa F. "A parametric study of optimum earth-retaining walls by simulated annealing". Engineering Structures, 30(3), 821-830, 2008. Zevgolis IE, Bourdeau PL. "Probabilistic analysis of retaining walls". Computers and Geotechnics, 37(3), 359-373, 2010. Kaveh A, Abadi ASM. "Harmony search based algorithms for the optimum cost design of reinforced concrete cantilever retaining walls". International Journal of Civil Engineering, 9(1), 1-8, 2011. Camp CV, Akin A. "Design of Retaining Walls Using Big Bang-Big Crunch Optimization". Journal of Structural Engineering-ASCE, 138(3), 438-448, 2012. Kaveh A, Kalateh-Ahani M, Fahimi-Farzam, M. "Constructability optimal design of reinforced concrete retaining walls using a multi-objective genetic algorithm". Structural Engineering and Mechanics, 47(2), 227-245, 2013. Khajehzadeh M, Taha MR, Eslami M. "Multi-objective optimisation of retaining walls using hybrid adaptive gravitational search algorithm". Civil Engineering and Environmental Systems, 31(3), 229-242, 2014. Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. "Modified particle swarm optimization for optimum design of spread footing and retaining wall". Journal of Zhejiang University-Science A, 12(6), 415-427, 2011. Yepes V, Gonzalez-Vidosa F, Alcala J, Villalba P. "CO2-Optimization Design of Reinforced Concrete Retaining Walls Based on a VNS-Threshold Acceptance Strategy". Journal of Computing in Civil Engineering, 26(3), 378-386, 2012. Paya-Zaforteza I, Yepes V, Hospitaler A, González-Vidosa F. "CO2-optimization of reinforced concrete frames by simulated annealing". Engineering Structures, 31(7), 1501-1508, 2009. Zhang P, Zhu H, Fafitis A. "Analyses of high grade strength steel bars in the design of a five-storey reinforced concrete structure with comparison of energy consumption and CO2 emission". Advanced Materials Research, 511, 64-69, 2012. Camp C.V, and Assadollahi . "CO2 and cost optimization of reinforced concrete footings using a hybrid big bang-big crunch algorithm". Structural and Multidisciplinary Optimization, 48(2), 411-426, 2013. Camp CV, Huq F. "CO2 and cost optimization of reinforced concrete frames using a big bang-big crunch algorithm". Engineering Structures, 48, 363-372, 2013. Park HS., Kwon B, Shin Y, Kim Y, Hong T, Choi SW. "Cost and CO2 emission optimization of steel reinforced concrete columns in high-rise buildings". Energies, 6(11), 5609-5624, 2013. de Medeiros GF, Kripka M. "Optimization of reinforced concrete columns according to different environmental impact assessment parameters". Engineering Structures, 59, 185-194, 2014. Lanikova I, Stepanek P, Simunek P. "Optimized Design of Concrete Structures Considering Environmental Aspects," Advances in Structural Engineering, 17(4), 495-511, 2014. Park HS, Lee H, Kim Y, Hong T, Choi SW. "Evaluation of the influence of design factors on the CO2 emissions and costs of reinforced concrete columns". Energy and Buildings, 82, 378-384, 2014. American Concrete Institute. "Building Code Requirements for Structural Concrete and Commentary". Farmington Hills, Michigan, 318-14, 2014. Simon D, Rarick R, Ergezer M, Du D. "Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms". Information Sciences, 181(7), 1224-1248, 2011. Akin A, Aydogdu I. “Optimum design of retaining walls using adaptive firefly algorithm”. International Civil Engineering & Architecture Symposium for Academicians, Antalya, Turkey, 17-20 May 2014. Aydogdu I, Akin A. “Biogeography Based CO2 and Cost Optimization of RC Cantilever Retaining Walls”. 17th International Conference on Structural Engineering, World Academy of Science, Engineering and Technology, Paris, France, 20-21 July 2015.
Yıl 2017, Cilt: 23 Sayı: 3, 221 - 231, 30.06.2017

Öz

Kaynakça

  • Simon D. "Biogeography-Based optimization". IEEE Transactions on Evolutionary Computation, 12(6), 702-713, 2008. Bhattacharya A, Chattopadhyay PK. “Economic dispatch solution using biogeography-based optimization”. Annual IEEE India Conference, Ahmedabad, India, 18-20 December 2009. Rarick R, Simon D, Villaseca FE, Vyakaranam B. "Biogeography-Based Optimization and the Solution of the Power Flow Problem". 2009 IEEE International Conference on Systems Man and Cybernetics, San Antonio/ Texas, USA, 11-14 October 2009. Ashrafinia S, Pareek U, Naeem M, Lee D. "Source and Relay Power Selection Using Biogeography-Based Optimization for Cognitive Radio Systems". Proc. 2011 IEEE Vehicular Technology Conference, San Francisco/California, USA, 05-08 September 2011. Daoudi M, Boukra A, Ahmed-Nacer M. Security Audit Trail Analysis with Biogeography Based Optimization Metaheuristic. Editors: Azizah AM, Akram Z, Mazdak Z, Suriayati C, Eyas EQ. Informatics Engineering and Information Science, 218-227, Berlin, Germany, Springer, 2011. Gupta S, Arora A, Panchal VK, Goel S. Extended biogeography based optimization for natural terrain feature classification from satellite remote sensing images. Editors: Srinivas A, Sanghamitra B, Catalyurek UV, Dubhashi DP, Jones PH, h Parashar M, Schmidt B. Contemporary Computing IC3, 262-269, Berlin, Germany, Springer, 2011. Roy PK, Ghoshal SP, Thakur SS. "Optimal reactive power dispatch considering flexible AC transmission system devices using biogeography-based optimization". Electric Power Components and Systems, 39(8), 733-750, 2011. Chatterjee A, Siarry P, Nakib A, Blanc R. "An improved biogeography based optimization approach for segmentation of human head CT-scan images employing fuzzy entropy". Engineering Applications of Artificial Intelligence, 25(8), 1698-1709, 2012. Jain P, Agarwal A, Gupta N, Shar-ma R, Paliwal U, Bhakar R, “Profit maximization of a generation company based on biogeography based optimization”. Power and Energy Society General Meeting Confrence, San Diego/California, USA, 22-26 July 2012. Rahmati SHA, Zandieh M. "A new biogeography-based optimization (BBO) algorithm for the flexible job shop scheduling problem". International Journal of Advanced Manufacturing Technology, 58(9-12), 1115-1129, 2012. Gupta D, Goel L, Aggarwal V. “A Hybrid Biogeography Based Heuristic for the Mirrored Traveling Tournament Problem” Sixth International Conference on Contemporary Computing (IC3), Noida, India, 8-10 August 2013. Cuevas E, Cienfuegos M, Zaldivar D, Perez-Cisneros M. “A swarm optimization algorithm inspired in the behavior of the social-spider”. Expert Systems with Applications, 40 (16), 6374-6384, 2013. Esapour K, Hoseinzadeh R, Akbari-Zadeh MR, Zare J. “A new sufficent method based on levy-social spider technique for optimal economic dispatch of thermal power unit”. Journal of Intelligent Fuzzy Systems, 28(3), 1137-1143 2015. Kavousi-Fard A, Abbasi A, Rostami MA, Khosravi A. “Optimal distribution feeder reconfiguration for increasing the penetration of plug-in electric vehicles and minimizing network costs”. Energy, 93, 1693-1703, 2015. Khorramnia R, Akbarizadeh MR, Jahromi MK, Khorrami SK, Kavusifard F. “A new unscented transform for considering wind turbine uncertainty in ED problem based on SSO algorithm”. Journal of Intelligent Fuzzy Systems, 29(4), 1479-1491, 2015. Mirjalili SZ, Saremi S, Mirjalili SM. “Designing evolutionary feedforward neural networks using social spider optimization algorithm”. Neural Computing & Applications 26(8), 1919-1928, 2015. Pereira DR, Delpiano J, Papa JP “On the optical flow model selection through metaheuristics”. Eurasip Journal on Image and Video, 49, 25-38, 2015. Hameed WI, Kadhim AS, Al-Thuwaynee AAK. “Field weakening control of a separately excited dc motor using neural network optimized by social spider algorithm”. Engineering, 8(1), 1-10, 2016. Pereira DR, Pazoti MA, Pereira LA, Rodrigues D, Ramos CO, Souza AN, Papa JP. “Social-Spider optimization-based support vector machines applied for energy theft detection”. Computers & Electrical Engineering, 49, 25-38, 2016. Saribas A, Erbatur F. "Optimization and sensitivity of retaining structures". Journal of Geotechnical Engineering-ASCE, 122(8), 649-656, 1996. Yepes V, Alcala J, Perea C, González-Vidosa F. "A parametric study of optimum earth-retaining walls by simulated annealing". Engineering Structures, 30(3), 821-830, 2008. Zevgolis IE, Bourdeau PL. "Probabilistic analysis of retaining walls". Computers and Geotechnics, 37(3), 359-373, 2010. Kaveh A, Abadi ASM. "Harmony search based algorithms for the optimum cost design of reinforced concrete cantilever retaining walls". International Journal of Civil Engineering, 9(1), 1-8, 2011. Camp CV, Akin A. "Design of Retaining Walls Using Big Bang-Big Crunch Optimization". Journal of Structural Engineering-ASCE, 138(3), 438-448, 2012. Kaveh A, Kalateh-Ahani M, Fahimi-Farzam, M. "Constructability optimal design of reinforced concrete retaining walls using a multi-objective genetic algorithm". Structural Engineering and Mechanics, 47(2), 227-245, 2013. Khajehzadeh M, Taha MR, Eslami M. "Multi-objective optimisation of retaining walls using hybrid adaptive gravitational search algorithm". Civil Engineering and Environmental Systems, 31(3), 229-242, 2014. Khajehzadeh M, Taha MR, El-Shafie A, Eslami M. "Modified particle swarm optimization for optimum design of spread footing and retaining wall". Journal of Zhejiang University-Science A, 12(6), 415-427, 2011. Yepes V, Gonzalez-Vidosa F, Alcala J, Villalba P. "CO2-Optimization Design of Reinforced Concrete Retaining Walls Based on a VNS-Threshold Acceptance Strategy". Journal of Computing in Civil Engineering, 26(3), 378-386, 2012. Paya-Zaforteza I, Yepes V, Hospitaler A, González-Vidosa F. "CO2-optimization of reinforced concrete frames by simulated annealing". Engineering Structures, 31(7), 1501-1508, 2009. Zhang P, Zhu H, Fafitis A. "Analyses of high grade strength steel bars in the design of a five-storey reinforced concrete structure with comparison of energy consumption and CO2 emission". Advanced Materials Research, 511, 64-69, 2012. Camp C.V, and Assadollahi . "CO2 and cost optimization of reinforced concrete footings using a hybrid big bang-big crunch algorithm". Structural and Multidisciplinary Optimization, 48(2), 411-426, 2013. Camp CV, Huq F. "CO2 and cost optimization of reinforced concrete frames using a big bang-big crunch algorithm". Engineering Structures, 48, 363-372, 2013. Park HS., Kwon B, Shin Y, Kim Y, Hong T, Choi SW. "Cost and CO2 emission optimization of steel reinforced concrete columns in high-rise buildings". Energies, 6(11), 5609-5624, 2013. de Medeiros GF, Kripka M. "Optimization of reinforced concrete columns according to different environmental impact assessment parameters". Engineering Structures, 59, 185-194, 2014. Lanikova I, Stepanek P, Simunek P. "Optimized Design of Concrete Structures Considering Environmental Aspects," Advances in Structural Engineering, 17(4), 495-511, 2014. Park HS, Lee H, Kim Y, Hong T, Choi SW. "Evaluation of the influence of design factors on the CO2 emissions and costs of reinforced concrete columns". Energy and Buildings, 82, 378-384, 2014. American Concrete Institute. "Building Code Requirements for Structural Concrete and Commentary". Farmington Hills, Michigan, 318-14, 2014. Simon D, Rarick R, Ergezer M, Du D. "Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms". Information Sciences, 181(7), 1224-1248, 2011. Akin A, Aydogdu I. “Optimum design of retaining walls using adaptive firefly algorithm”. International Civil Engineering & Architecture Symposium for Academicians, Antalya, Turkey, 17-20 May 2014. Aydogdu I, Akin A. “Biogeography Based CO2 and Cost Optimization of RC Cantilever Retaining Walls”. 17th International Conference on Structural Engineering, World Academy of Science, Engineering and Technology, Paris, France, 20-21 July 2015.
Toplam 1 adet kaynakça vardır.

Ayrıntılar

Konular Mühendislik
Bölüm Makale
Yazarlar

İbrahim Aydoğdu

Yayımlanma Tarihi 30 Haziran 2017
Yayımlandığı Sayı Yıl 2017 Cilt: 23 Sayı: 3

Kaynak Göster

APA Aydoğdu, İ. (2017). Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 23(3), 221-231.
AMA Aydoğdu İ. Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. Haziran 2017;23(3):221-231.
Chicago Aydoğdu, İbrahim. “Betonarme Konsol Istinat duvarların çok amaçlı(maliyet Ve Karbondioksit) Optimizasyonunda Meta-Sezgisel yöntemlerin karşılaştırılması”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 23, sy. 3 (Haziran 2017): 221-31.
EndNote Aydoğdu İ (01 Haziran 2017) Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 23 3 221–231.
IEEE İ. Aydoğdu, “Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması”, Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, c. 23, sy. 3, ss. 221–231, 2017.
ISNAD Aydoğdu, İbrahim. “Betonarme Konsol Istinat duvarların çok amaçlı(maliyet Ve Karbondioksit) Optimizasyonunda Meta-Sezgisel yöntemlerin karşılaştırılması”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 23/3 (Haziran 2017), 221-231.
JAMA Aydoğdu İ. Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2017;23:221–231.
MLA Aydoğdu, İbrahim. “Betonarme Konsol Istinat duvarların çok amaçlı(maliyet Ve Karbondioksit) Optimizasyonunda Meta-Sezgisel yöntemlerin karşılaştırılması”. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, c. 23, sy. 3, 2017, ss. 221-3.
Vancouver Aydoğdu İ. Betonarme konsol istinat duvarların çok amaçlı(maliyet ve karbondioksit) optimizasyonunda meta-sezgisel yöntemlerin karşılaştırılması. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi. 2017;23(3):221-3.





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