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Performance-Based Optimum Seismic Design of Steel Dual Braced Frames by Bat Algorithm

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Metaheuristics and Optimization in Civil Engineering

Part of the book series: Modeling and Optimization in Science and Technologies ((MOST,volume 7))

Abstract

One of the challenging problems in the field of structural engineering is designing cost-efficient structures with improved performance subject to earthquake loading conditions. Structural optimization procedures can be effectively employed for performance-based optimal design of structures. In this study, bat algorithm (BA) is utilized to implement performance-based optimum seismic design of steel dual braced frames for various performance levels. The required structural seismic responses are evaluated by performing nonlinear pushover analysis. The results found by BA are then compared with those of obtained by other popular meta-heuristics such as firefly algorithm (FA) and particle swarm optimization (PSO) to provide an insight about its computational performance. Two numerical examples are presented and the numerical results reveal that the BA outperforms PSO and FA.

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References

  1. Gholizadeh, S.: Performance-based optimum seismic design of steel structures by a modified firefly algorithm and a new neural network. Adv. Eng. Softw. 81, 50–65 (2015)

    Article  Google Scholar 

  2. Gholizadeh, S., Moghadas, R.K.: Performance-based optimum design of steel frames by an improved quantum particle swarm optimization. Adv. Struct. Eng. 17, 143–156 (2014)

    Article  Google Scholar 

  3. Kaveh, A., Laknejadi, K., Alinejad, B.: Performance-based multi-objective optimization of large steel structures. Acta. Mech. 223, 355–369 (2012)

    Article  MATH  Google Scholar 

  4. Fragiadakis, M., Lagaros, N.D.: An overview to structural seismic design optimisation frameworks. Comput. Struct. 89, 1155–1165 (2011)

    Article  Google Scholar 

  5. Liu, M., Burns, S.A., Wen, Y.K.: Multiobjective optimization for performance-based seismic design of steel moment frame structures. Earthq. Eng. Struct. Dyn. 34, 289–306 (2005)

    Article  Google Scholar 

  6. Fragiadakis, M., Lagaros, N.D., Papadrakakis, M.: Performance-based multiobjective optimum design of steel structures considering life-cycle cost. Struct. Multidisc Optim. 32, 1–11 (2006)

    Article  Google Scholar 

  7. Kaveh, A., Farahmand Azar, B., Hadidi, A., Rezazadeh Sorochi, F., Talatahari, S.: Performance-based seismic design of steel frames using ant colony optimization. J. Constr. Steel Res. 66, 566–574 (2010)

    Article  Google Scholar 

  8. Yang, X.S.: A new metaheuristic bat-inspired algorithm. In: Gonzalez, J.R. et al. (eds.) Nature Inspired Cooperative Strategies for Optimization (NISCO 2010). Studies in Computational Intelligence, vol 284, pp. 65–74. Springer: Berlin (2010)

    Google Scholar 

  9. Gholizadeh, S., Shahrezaei, A.M.: Optimal placement of steel plate shear walls for steel frames by bat algorithm. Struct. Des. Tall Spec. Buil. 24, 1–18 (2015)

    Article  Google Scholar 

  10. Hasancebi, O., Carbas, S.: Bat inspired algorithm for discrete size optimization of steel frames. Adv. Eng. Softw. 67, 173–185 (2014)

    Article  Google Scholar 

  11. Hasancebi, O., Teke, T., Pekcan, O.: A bat-inspired algorithm for structural optimization. Comput. Struct. 128, 77–90 (2013)

    Article  Google Scholar 

  12. FEMA-273 (1997) NEHRP guideline for the seismic rehabilitation of buildings. Federal Emergency Management Agency, Washington

    Google Scholar 

  13. FEMA-356 (2000) Prestandard and commentary for the seismic rehabilitation of buildings. Federal Emergency Management Agency, Washington

    Google Scholar 

  14. McKenna F, Fenves GL (2001) The OpenSees Command Language Manual (1.2. edn). PEER

    Google Scholar 

  15. Manual of steel construction: Load and Resistance Factor Design. American Institute of Steel Construction, Chicago, IL (2001)

    Google Scholar 

  16. Sullivan, T.J., Calvi, G.M., Priestley, M.J.N., Kowalsky, M.J.: The limitations and performances of different displacement based design methods. J. Earthq. Eng. 7, 201–241 (2003)

    Google Scholar 

  17. Federal Emergency Management Agency: NEHRP guidelines for the seismic rehabilitation of buildings, Rep. FEMA 273 (Guidelines) and 274 (Commentary), Washington (1997)

    Google Scholar 

  18. Vanderplaats, G.N.: Numerical Optimization Techniques for Engineering Design: With Application, 2nd edn. McGraw-Hill, New York (1984)

    MATH  Google Scholar 

  19. Eberhart, R.C., Kennedy, J.: A new optimizer using particle swarm theory. In: Proceedings of the Sixth International Symposium on Micro Machine and Human Science, pp. 39–43. IEEE Press, Nagoya (1995)

    Google Scholar 

  20. Yang, X.S.: Firefly algorithms for multimodal optimisation. In: Watanabe, O., Zeugmann, T. (eds.) Procedings of the 5th Symposium on Stochastic Algorithms, Foundations and Applications. Lecture Notes in Computer Science, vol. 5792, pp 169–178 (2009)

    Google Scholar 

  21. Gandomi, A.H., Yang, X.S., Alavi, A.H.: Mixed variable structural optimization using firefly algorithm. Comput. Struct. 89, 2325–2336 (2011)

    Article  Google Scholar 

  22. Yang, X.S.: Firefly algorithm, stochastic test functions and design optimization. Int. J. Bio-Inspired Comput. 2, 78–84 (2010)

    Article  Google Scholar 

  23. Gholizadeh, S., Barati, H.: A comparative study of three metaheuristics for optimum design of trusses. Int. J. Optim. Civil Eng. 2, 423–441 (2012)

    Google Scholar 

  24. Carbas, S, Hasancebi, O.: Optimum design of steel space frames via bat inspired algorithm. In: 10th World Congress on Structural and Multidisciplinary Optimization, Florida, USA (2013)

    Google Scholar 

  25. Gandomi, A.H., Yang, X.S., Alavi, A.H., Talatahari, S.: Bat algorithm for constrained optimization tasks. Neural. Comput. Appl. 22, 1239–1255 (2013)

    Article  Google Scholar 

  26. MATLAB: The Language of Technical Computing. Math Works Inc (2011)

    Google Scholar 

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Correspondence to Saeed Gholizadeh .

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Gholizadeh, S., Poorhoseini, H. (2016). Performance-Based Optimum Seismic Design of Steel Dual Braced Frames by Bat Algorithm. In: Yang, XS., BekdaÅŸ, G., Nigdeli, S. (eds) Metaheuristics and Optimization in Civil Engineering. Modeling and Optimization in Science and Technologies, vol 7. Springer, Cham. https://doi.org/10.1007/978-3-319-26245-1_5

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  • DOI: https://doi.org/10.1007/978-3-319-26245-1_5

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