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DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM

Year 2018, Volume: 13 Issue: 2, 134 - 144, 22.04.2018

Abstract

            The
Jaya algorithm (JA) which is very recently developed metaheuristic method is
proposed for design optimization of tower structures. The distinctive
characteristic of JA is that it does not use algorithm-specific parameters. The
algorithm has a very simple formulation where the basic idea is to approach the
best solution and escape from the worst solution. Continuous design
optimization of 72-bar spatial tower and discrete design optimization of
244-bar spatial tower structure are used to demonstrate the validity of JA. The
results show that the JA can obtain better designs than those of the other
metaheuristic optimization methods in terms of optimized weight, standard
deviation and number of structural analyses. 

References

  • [1] Kaveh, A. and Talatahari, S., (2010). A Novel Heuristic Optimization Method: Charged System Search, Acta Mechanica, Volume: 213, Issue: 3, pp:267-289.
  • [2] Yang, X.S., (2010). Firefly Algorithm, Stochastic Test Functions And Design Optimization, International Journal of Bio-Inspired Computation, Volume: 2, Issue: 2, pp:78-84.
  • [3] Rao, R.V., Savsani, V.J., and Vakharia, D.P., (2011). Teaching–Learning-Based Optimization: a Novel Method for Constrained Mechanical Design Optimization Problems, Computer-Aided Design, Volume: 43, Issue: 3, pp:303-315.
  • [4] Yang, X.S., (2012). Flower Pollination Algorithm for Global Optimization, pp:240-249, UCNC.
  • [5] Neshat, M., Sepidnam, G., and Sargolzaei, M., (2013). Swallow Swarm Optimization Algorithm: A New Method to Optimization, [6] Neural Computing and Applications, Volume:3, Issue:2, pp:429-454.
  • [7] Kaveh, A. and Bakhshpoori, T., (2016). Water Evaporation Optimization: a Novel Physically Inspired Optimization Algorithm, Computers & Structures, Volume: 167, pp:69-85.
  • [8] Kaveh, A. and Talatahari, S., (2009). Size Optimization of Space Trusses Using Big Bang–Big Crunch Algorithm, Computers & Structures, Volume: 87, Issue: 17, pp:1129-1140.
  • [9] Degertekin, S.O., (2012). Improved Harmony Search Algorithms for Sizing Optimization of Truss Structures, Computers & Structures, Volume: 92, pp:229-241.
  • [10] Degertekin, S.O. and Hayalioglu, M.S., (2013). Sizing Truss Structures Using Teaching-Learning-Based Optimization, Computers & Structures, Volume: 119, pp:177-188.
  • [11] Jalili, S. and Hosseinzadeh, Y., (2015). A Cultural Algorithm for Optimal Design of Truss Structures, Latin American Journal Of Solids and Structures, Volume: 12, Issue: 9, pp:1721-1747.
  • [12] Toğan, V. and Daloğlu, A.T., (2006). Optimization of 3d Trusses with Adaptive Approach in Genetic Algorithms, Engineering Structures, Volume: 28, Issue: 7, pp:1019–1027.
  • [13] Kaveh, A., Kalatjari, V.R., and Talebpour, M.H., (2016). Optimal Design of Steel Towers Using a Multi-Metaheuristic Based Search Method, Periodica Polytechnica. Civil Engineering, Volume: 60, Issue: 2, pp. 229-246.
  • [14] Rao, R.V. (2016). Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems, International Journal of Industrial Engineering Computations, Volume: 7, pp:19–34.
  • [15] Rao, R.V., More, K.C., Taler, J., and Oclon, P., (2016). Dimensional Optimization of a Micro-Channel Heat Sink Using Jaya Algorithm, Applied Thermal Engineering, Volume: 103, pp:572-582.
  • [16] Rao, R.V. and Waghmare, G.G., (2016). A New Optimization Algorithm for, Engineering Optimization, pp: 1-24.
  • [17] Manual of steel construction-allowable stress design, (1989). 9th, American Institute of Steel Construction, AISC, Chicago.
Year 2018, Volume: 13 Issue: 2, 134 - 144, 22.04.2018

Abstract

References

  • [1] Kaveh, A. and Talatahari, S., (2010). A Novel Heuristic Optimization Method: Charged System Search, Acta Mechanica, Volume: 213, Issue: 3, pp:267-289.
  • [2] Yang, X.S., (2010). Firefly Algorithm, Stochastic Test Functions And Design Optimization, International Journal of Bio-Inspired Computation, Volume: 2, Issue: 2, pp:78-84.
  • [3] Rao, R.V., Savsani, V.J., and Vakharia, D.P., (2011). Teaching–Learning-Based Optimization: a Novel Method for Constrained Mechanical Design Optimization Problems, Computer-Aided Design, Volume: 43, Issue: 3, pp:303-315.
  • [4] Yang, X.S., (2012). Flower Pollination Algorithm for Global Optimization, pp:240-249, UCNC.
  • [5] Neshat, M., Sepidnam, G., and Sargolzaei, M., (2013). Swallow Swarm Optimization Algorithm: A New Method to Optimization, [6] Neural Computing and Applications, Volume:3, Issue:2, pp:429-454.
  • [7] Kaveh, A. and Bakhshpoori, T., (2016). Water Evaporation Optimization: a Novel Physically Inspired Optimization Algorithm, Computers & Structures, Volume: 167, pp:69-85.
  • [8] Kaveh, A. and Talatahari, S., (2009). Size Optimization of Space Trusses Using Big Bang–Big Crunch Algorithm, Computers & Structures, Volume: 87, Issue: 17, pp:1129-1140.
  • [9] Degertekin, S.O., (2012). Improved Harmony Search Algorithms for Sizing Optimization of Truss Structures, Computers & Structures, Volume: 92, pp:229-241.
  • [10] Degertekin, S.O. and Hayalioglu, M.S., (2013). Sizing Truss Structures Using Teaching-Learning-Based Optimization, Computers & Structures, Volume: 119, pp:177-188.
  • [11] Jalili, S. and Hosseinzadeh, Y., (2015). A Cultural Algorithm for Optimal Design of Truss Structures, Latin American Journal Of Solids and Structures, Volume: 12, Issue: 9, pp:1721-1747.
  • [12] Toğan, V. and Daloğlu, A.T., (2006). Optimization of 3d Trusses with Adaptive Approach in Genetic Algorithms, Engineering Structures, Volume: 28, Issue: 7, pp:1019–1027.
  • [13] Kaveh, A., Kalatjari, V.R., and Talebpour, M.H., (2016). Optimal Design of Steel Towers Using a Multi-Metaheuristic Based Search Method, Periodica Polytechnica. Civil Engineering, Volume: 60, Issue: 2, pp. 229-246.
  • [14] Rao, R.V. (2016). Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems, International Journal of Industrial Engineering Computations, Volume: 7, pp:19–34.
  • [15] Rao, R.V., More, K.C., Taler, J., and Oclon, P., (2016). Dimensional Optimization of a Micro-Channel Heat Sink Using Jaya Algorithm, Applied Thermal Engineering, Volume: 103, pp:572-582.
  • [16] Rao, R.V. and Waghmare, G.G., (2016). A New Optimization Algorithm for, Engineering Optimization, pp: 1-24.
  • [17] Manual of steel construction-allowable stress design, (1989). 9th, American Institute of Steel Construction, AISC, Chicago.
There are 16 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Articles
Authors

S. Özgür Değertekin

Luciano Lamberti This is me

İ. Behram Ugur

Publication Date April 22, 2018
Published in Issue Year 2018 Volume: 13 Issue: 2

Cite

APA Değertekin, S. Ö., Lamberti, L., & Ugur, İ. B. (2018). DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM. Technological Applied Sciences, 13(2), 134-144.
AMA Değertekin SÖ, Lamberti L, Ugur İB. DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM. NWSA. April 2018;13(2):134-144.
Chicago Değertekin, S. Özgür, Luciano Lamberti, and İ. Behram Ugur. “DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM”. Technological Applied Sciences 13, no. 2 (April 2018): 134-44.
EndNote Değertekin SÖ, Lamberti L, Ugur İB (April 1, 2018) DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM. Technological Applied Sciences 13 2 134–144.
IEEE S. Ö. Değertekin, L. Lamberti, and İ. B. Ugur, “DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM”, NWSA, vol. 13, no. 2, pp. 134–144, 2018.
ISNAD Değertekin, S. Özgür et al. “DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM”. Technological Applied Sciences 13/2 (April 2018), 134-144.
JAMA Değertekin SÖ, Lamberti L, Ugur İB. DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM. NWSA. 2018;13:134–144.
MLA Değertekin, S. Özgür et al. “DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM”. Technological Applied Sciences, vol. 13, no. 2, 2018, pp. 134-4.
Vancouver Değertekin SÖ, Lamberti L, Ugur İB. DISCRETE AND CONTINUOUS DESIGN OPTIMIZATION OF TOWER STRUCTURES USING THE JAYA ALGORITHM. NWSA. 2018;13(2):134-4.