Big Bang – Big Crunch Optimization Method in Optimum Design of Complex Composite Laminates
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
Big Bang – Big Crunch Optimization Method in Optimum Design of Complex Composite Laminates

Authors: Pavel Y. Tabakov

Abstract:

An accurate optimal design of laminated composite structures may present considerable difficulties due to the complexity and multi-modality of the functional design space. The Big Bang – Big Crunch (BB-BC) optimization method is a relatively new technique and has already proved to be a valuable tool for structural optimization. In the present study the exceptional efficiency of the method is demonstrated by an example of the lay-up optimization of multilayered anisotropic cylinders based on a three-dimensional elasticity solution. It is shown that, due to its simplicity and speed, the BB-BC is much more efficient for this class of problems when compared to the genetic algorithms.

Keywords: Big Bang – Big Crunch method, optimization, composite laminates, pressure vessel.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1080580

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References:


[1] C.V. Camp, "Design of space trusses using Big Bang - Big Crunch optimization", Journal of Structural Engineering, vol.133, Issue 7, pp. 999-1008, 2007.
[2] O.K. Erol and I. Eksin, "A new optimization method: Big Bang - Big Crunch", Advances in Engineering Software, vol.37, pp. 106-111, 2006.
[3] H.M. Genc and A.K. Hocaoglu, "Bearing-only tracking based on Big Bang - Big Crunch algorithm", Proceedings of the Third International Multi-Conference on Computing in the Global Information Technology, Athens, Greece, 2008.
[4] A. Kaveh and S. Talatahari, "Size optimization of space trusses using Big Bang - Big Crunch algorithm", Computers and Structures, vol.87, pp. 1129-1140, 2009.
[5] A. Kaveh and S. Talatahari, "A discrete Big Bang - Big Crunch algorithm for optimal design of skeletal structures", Asian Journal of Civil Engineering (Building and Housing), vol.11, no.1, pp. 103-122, 2010.
[6] M. Kripka and R.M.L. Kripka, ""Big Crunch" optimization method", Proceedings of the International Conference on Engineering Optimization, EngOpt 2008, Rio de Janeiro, Brazil, 01-05 June, 2008.
[7] T. Kumbasar, E. Yesil and I. Eksin, "Inverse fuzzy model control with online adaptation via Big Bang - Big Crunch optimization", Proceedings of the Third International Symposium on Communication, Control and Signal Processing, Malta, January, 2008.
[8] S.G. Lekhnitskii, Theory of elasticity of an anisotropic elastic body, San Francisco: Holden-Day, 1963
[Fern P, Transl.].
[9] S.G. Lekhnitskii, Anisotropic plates, New York: Gordon and Breach, 1968
[Tsai SW, Cheron T, Transl.].
[10] A.N. Mitinskii, "The stress in a thick-walled anisotropic tube under the influence of internal and external pressures", Proceedings of the Institute of Engineers and Railroad Transportaion in Leningrad, 1947
[in Russian].
[11] P.Y. Tabakov and E.B. Summers, "Lay-up optimization of multilayered anisotropic cylinders based on a 3-D elasticity solution", Computers and Structures, vol.84, pp. 374-384, 2006.
[12] H. Tang, J. Zhou, S. Xue and L. Xie, "Big Bang - Big Crunch optimization for parameter estimation in structural systems", Mechanical Systems and Signal Processing, vol.24, pp. 2888-2897, 2010.
[13] S.W. Tsai and E.M. Wu, "A general theory of strength for anisotropic materials", Journal of Composite Materials, vol.5, pp. 58-80, 1971.
[14] S.W. Tsai, Composite design, 3rd edition, Think Composites, Dayton, Ohio, 1987.