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Structural Optimization Using Harmony Search Algorithm

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Soft Computing in Industrial Applications

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 75))

Abstract

The paper presents the Structural optimization based on the New Harmony Search (HS) meta-heuristic algorithm. HS was conceptualized using the musical process of searching for a perfect state of harmony. The HS algorithm does not require initial values and uses a random search instead of a gradient search. 3D truss structure examples with fixed geometries are presented to demonstrate the effectiveness and robustness of the new method. The results indicate that the new technique is an efficient search and optimization method for solving complex structural engineering problems in comparison to conventional approaches.

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References

  1. Venkayya, V.B.: Design of optimum structures. Comput. Struct. 1, 265–309 (1971)

    Article  Google Scholar 

  2. Patnaik, S.N.: Behavior of trusses with stress and displacement constraints. Comput. Struct. 22, 619–623 (1986)

    Article  Google Scholar 

  3. Patnaik, S.N., Hopkins, D.A.: Optimality of a fully stressed design. Comput. Methods Appl. Mech. Engg. 165, 215–221 (1998)

    Article  MATH  Google Scholar 

  4. Adeli, H., Kamal, O.: Efficient optimization of plane trusses. Adv. Eng. Software 13(3), 116–122 (1991)

    Article  Google Scholar 

  5. Adeli, H., Cheng, N.T.: Integrated genetic algorithm for optimization of space structures. J. Aerospace Eng., ASCE 6(4), 315–328 (1993)

    Article  Google Scholar 

  6. Ali, N., Behdinan, K., Fawaz, Z.: Applicability and viability of a GA based finite element analysis architecture for structural design optimization. Comput. Struct. 81, 2259–2271 (2003)

    Article  Google Scholar 

  7. Deb, K., Gulati, S.: Design of truss-structures for minimum weight using genetic algorithms. Finite Elements in Analysis and Design 37, 447–465 (2001)

    Article  MATH  Google Scholar 

  8. Geem, Z.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization algorithm: Harmony search. Simulation. Comput. Struct. 76, 60–68 (2001)

    Google Scholar 

  9. Geem, Z.W., Kim, J.H., Loganathan, G.V.: Harmony search optimization: Application to pipe network design. International Journal of Modelling and Simulation 22, 125–133 (2002)

    Google Scholar 

  10. Geem, Z.W., Tseng, C.L.: New Methodology, Harmony Search and Its Robustness. In: Genetic and Evolutionary Computation Conference, pp. 174–178 (2002)

    Google Scholar 

  11. Geem, Z.W.: Optimal Cost Design of Water Distribution Networks Using Harmony Search. Engineering Optimization 38(3), 259–280 (2006)

    Article  Google Scholar 

  12. Geem, Z.W., Choi, J.Y.: Music Composition Using Harmony Search Algorithm. In: Giacobini, M. (ed.) EvoWorkshops 2007. LNCS, vol. 4448, pp. 593–600. Springer, Heidelberg (2007)

    Google Scholar 

  13. Geem, Z.W., Williams, J.C.: Harmony search and ecological optimization. International Journal of Energy and Environment 1, 150–154 (2007)

    Google Scholar 

  14. Geem, Z.W.: Optimal scheduling of multiple dam system using harmony search algorithm. In: Sandoval, F., Prieto, A.G., Cabestany, J., Graña, M. (eds.) IWANN 2007. LNCS, vol. 4507, pp. 316–323. Springer, Heidelberg (2007b)

    Chapter  Google Scholar 

  15. Geem, Z.W.: Harmony search applications in industry. Soft Computing Applications in Industry. Studies in Fuzziness and Soft Computing 226, 117–134 (2008b)

    Article  Google Scholar 

  16. Kim, J.H., Geem, Z.W., Kim, E.S.: Parameter Estimation of the Nonlinear Muskingum Model Using Harmony Search. J. Am. Water Resour.Ass. 37(5), 1131–1138 (2001)

    Article  Google Scholar 

  17. Lee, K.S., Geem, Z.W.: A New Structural Optimization Method Based on the Harmony Search Algorithm. Comput. Struct. 82(9/10), 781–798 (2004)

    Article  Google Scholar 

  18. Lee, K.S., Geem, Z.W.: A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice. Comput. Methods Appl. Mech. Eng. 194, 3902–3933 (2005)

    Article  MATH  Google Scholar 

  19. Lee, K.S., Geem, Z.W., Lee, S.-H., Bae, K.-W.: The harmony search heuristic algorithm for discrete structural optimization. Eng. Optimiz 37(7), 663–684 (2005)

    Article  MathSciNet  Google Scholar 

  20. Degertekin, S.O.: Optimum design of steel frames using harmony search algorithm. Structural and Multidisciplinary Optimization 7, 0177–4 (2007)

    Google Scholar 

  21. Erdal, F., Saka, M.P.: Effect of beam spacing in the harmony search based optimum design of grillages. Asian Journal of Civil Engineering (Building and Housing) 9, 215–228 (2008)

    Google Scholar 

  22. Ingram, G., Zhang, T.: Overview of Applications and Developments in the Harmony Search Algorithm, vol. 191, pp. 15–37. Springer, Heidelberg (2009)

    Google Scholar 

  23. Saka, M.P.: Optimum geometry design of geodesic domes using harmony search algorithm. Advances in Structural Engineering 10, 595–606 (2007)

    Article  Google Scholar 

  24. Deb, K.: An efficient constraint handling method for genetic algorithms. Comput. Methods Appl. Mech. Engg. 186, 311–338 (2000)

    Article  MATH  Google Scholar 

  25. Srikanth, D.: Comparative study of classical and evolutionary optimization techniques. M.Tech Dissertation, IIT Kharagpur (May 2009)

    Google Scholar 

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Srikanth, D., Barai, S.V. (2010). Structural Optimization Using Harmony Search Algorithm. In: Gao, XZ., Gaspar-Cunha, A., Köppen, M., Schaefer, G., Wang, J. (eds) Soft Computing in Industrial Applications. Advances in Intelligent and Soft Computing, vol 75. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11282-9_7

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  • DOI: https://doi.org/10.1007/978-3-642-11282-9_7

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-11281-2

  • Online ISBN: 978-3-642-11282-9

  • eBook Packages: EngineeringEngineering (R0)

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