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
Venkayya, V.B.: Design of optimum structures. Comput. Struct. 1, 265–309 (1971)
Patnaik, S.N.: Behavior of trusses with stress and displacement constraints. Comput. Struct. 22, 619–623 (1986)
Patnaik, S.N., Hopkins, D.A.: Optimality of a fully stressed design. Comput. Methods Appl. Mech. Engg. 165, 215–221 (1998)
Adeli, H., Kamal, O.: Efficient optimization of plane trusses. Adv. Eng. Software 13(3), 116–122 (1991)
Adeli, H., Cheng, N.T.: Integrated genetic algorithm for optimization of space structures. J. Aerospace Eng., ASCE 6(4), 315–328 (1993)
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)
Deb, K., Gulati, S.: Design of truss-structures for minimum weight using genetic algorithms. Finite Elements in Analysis and Design 37, 447–465 (2001)
Geem, Z.W., Kim, J.H., Loganathan, G.V.: A new heuristic optimization algorithm: Harmony search. Simulation. Comput. Struct. 76, 60–68 (2001)
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)
Geem, Z.W., Tseng, C.L.: New Methodology, Harmony Search and Its Robustness. In: Genetic and Evolutionary Computation Conference, pp. 174–178 (2002)
Geem, Z.W.: Optimal Cost Design of Water Distribution Networks Using Harmony Search. Engineering Optimization 38(3), 259–280 (2006)
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)
Geem, Z.W., Williams, J.C.: Harmony search and ecological optimization. International Journal of Energy and Environment 1, 150–154 (2007)
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)
Geem, Z.W.: Harmony search applications in industry. Soft Computing Applications in Industry. Studies in Fuzziness and Soft Computing 226, 117–134 (2008b)
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)
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)
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)
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)
Degertekin, S.O.: Optimum design of steel frames using harmony search algorithm. Structural and Multidisciplinary Optimization 7, 0177–4 (2007)
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)
Ingram, G., Zhang, T.: Overview of Applications and Developments in the Harmony Search Algorithm, vol. 191, pp. 15–37. Springer, Heidelberg (2009)
Saka, M.P.: Optimum geometry design of geodesic domes using harmony search algorithm. Advances in Structural Engineering 10, 595–606 (2007)
Deb, K.: An efficient constraint handling method for genetic algorithms. Comput. Methods Appl. Mech. Engg. 186, 311–338 (2000)
Srikanth, D.: Comparative study of classical and evolutionary optimization techniques. M.Tech Dissertation, IIT Kharagpur (May 2009)
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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
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