Skip to main content

Advertisement

Log in

Optimization of laminated composite plates for maximum fundamental frequency using Elitist-Genetic algorithm and finite strip method

  • Published:
Journal of Global Optimization Aims and scope Submit manuscript

Abstract

In the present paper, fundamental frequency optimization of symmetrically laminated composite plates is studied using the combination of Elitist-Genetic algorithm (E-GA) and finite strip method (FSM). The design variables are the number of layers, the fiber orientation angles, edge conditions and plate length/width ratios. The classical laminated plate theory is used to calculate the natural frequencies and the fitness function is computed with a semi-analytical finite strip method which has been developed on the basis of full energy methods. To improve the speed of the optimization process, the elitist strategy is used in the Genetic algorithm. The performance of the E-GA is also compared with the simple genetic algorithm and shows the good efficiency of the E-GA algorithm. A multi-objective optimization strategy for optimal stacking sequence of laminated box structure is also presented, with respect to the first natural frequency and critical buckling load, using the weighted summation method to demonstrate the effectiveness of the E-GA. Results are corroborated by comparing with other optimum solutions available in the literature, wherever possible.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bert C.W.: Optimal design of a composite material plate to maximise its fundamental frequency. J. Sound Vib. 50, 229–237 (1977)

    Article  Google Scholar 

  2. Bert C.W.: Design of clamped composite plates to maximise fundamental frequency. J. Mech. Des. 100, 274–278 (1978)

    Article  Google Scholar 

  3. Grenested J.L.: Lay-up optimization and sensitivity analysis of fundamental eigenfrequency of composite plates. Compos. Struct. 12(3), 193–209 (1989)

    Article  Google Scholar 

  4. Chow S.T., Liew K.M., Lam K.Y.: Transverse vibration of symmetrically laminated rectangular composite plates. Compos. Struct. 20, 213–226 (1992)

    Article  Google Scholar 

  5. Fan S.C., Cheung Y.K.: Flexural free vibrations of rectangular plates with complex support conditions. J. Sound Vib. 93, 81–94 (1984)

    Article  Google Scholar 

  6. Leissa A.W., Martin A.F.: Vibration, buckling of rectangular composite plates with variable fibre spacing. Compos. Struct. 14, 339–357 (1990)

    Article  Google Scholar 

  7. Qatu M.S.: Free vibration of laminated composite rectangular plates. Int. J. Solids Struct. 28(8), 941–954 (1991)

    Article  Google Scholar 

  8. Rao M.K., Desai Y.M.: Analytical solutions for vibrations of laminated and sandwich plates using mixed theory. Compos. Struct. 63, 361–373 (2003)

    Article  Google Scholar 

  9. Kam T.Y., Chang R.R.: Design of laminated composite plate for maximum buckling load and vibration frequency. Comput. Methods Appl. Mech. Eng. 106, 65–81 (1993)

    Article  Google Scholar 

  10. Chen J., Dawe D.J.: Linear transient analysis of rectangular laminated plates by a finite strip-mode superposition method. Compos. Struct. 35, 213–228 (1996)

    Article  Google Scholar 

  11. Chai G.B.: Free vibration of generally laminated composite plates with various edge support conditions. Compos. Struct. 29, 249–258 (1994)

    Article  Google Scholar 

  12. Narita Y.: Layerwise optimization for the maximum fundamental frequency of laminated composite plates. J. Sound Vib. 263, 1005–1016 (2003)

    Article  Google Scholar 

  13. Apalak M.K., Yildirim M., Ekici R.: Layer optimisation for maximum fundamental frequency of laminated composite plates for different edge conditions. Compos. Sci. Technol. 68, 537–550 (2008)

    Article  Google Scholar 

  14. Zabinsky Zelda B.: Stochastic methods for practical global optimization. J. Glob. Optim. 13, 433–444 (1998)

    Article  Google Scholar 

  15. Bocea M.F., Panagiotopoulos P.D., Radulescu V.D.: A perturbation result for a double eigenvalue hemivariational inequality with constraints and applications. J. Glob. Optim. 14, 137–156 (1999)

    Article  Google Scholar 

  16. Mistakidis E.S.: A heuristic method for nonconvex optimization in mechanics: conceptual idea, theoretical justification, engineering applications. J. Glob. Optim. 17, 301–316 (2000)

    Article  Google Scholar 

  17. Gilbert R.P., Panagiotopoulos P.D., Pardalos P.M.: From Convexity to Nonconvexity. Kluwer Academic Publishers, Dordrecht (2001)

    Book  Google Scholar 

  18. Bisbos C.D., Makrodimopoulos A., Pardalos P.M.: Second order cone programming approaches to static shakedown analysis in steel plasticity. J. Optim. Methods Softw. 20, 25–52 (2005)

    Article  Google Scholar 

  19. Bisbos C.D., Pardalos P.M.: Second-order cone & semidefinite representations of material failure criteria. J. Optim. Theory Appl. 134, 275–301 (2007)

    Article  Google Scholar 

  20. Khalil M.R., Olson M.D., Anderson D.L.: Non-linear dynamic analysis of stiffened plates. Comput. Struct. 29, 929–941 (1988)

    Article  Google Scholar 

  21. Houlston R.: Finite strip analysis of plates and stiffened panels subjected to air blast loads. Comput. Struct. 32, 647–659 (1989)

    Article  Google Scholar 

  22. Suresh R., Malhotra S.K.: Some studies on buckling of laminated composite thin walled box beams. Compos. Struct. 40, 267–275 (1998)

    Article  Google Scholar 

  23. Abouhamze M., Shakeri M.: Multi-objective stacking sequence optimization of laminated cylindrical panels using a genetic algorithm and neural networks. Compos. Struct. 81, 253–263 (2007)

    Article  Google Scholar 

  24. Loughlan J.: The shear buckling behaviour of thin composite plates with particular reference to the effects of bend-twist coupling. Int. J. Mech. Sci. 43, 771–792 (2001)

    Article  Google Scholar 

  25. Ovesy H.R., Ghannadpour S.A.M.: Geometric nonlinear analysis of imperfect composite laminated plates, under end shortening and pressure loading, using finite strip method. Compos. Struct. 75, 100–105 (2006)

    Article  Google Scholar 

  26. Ovesy H.R., Ghannadpour S.A.M., Morada G.: Geometric non-linear analysis of composite laminated plates with initial imperfection under end shortening, using two versions of finite strip method. Compos. Struct. 71, 307–314 (2005)

    Article  Google Scholar 

  27. Assaee H., Ovesy H.R.: A multi-term semi-energy finite strip method for post-buckling analysis of composite plates. Int. J. Numer. Meth. Eng. 70, 1303–1323 (2007)

    Article  Google Scholar 

  28. Assaee, H.: Post-local buckling analysis of composite thin-walled sections using semi-finite strip method. PhD Thesis, Amirkabir University of Technology, Iran (2008)

  29. Goldberg D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesley, Boston (1989)

    Google Scholar 

  30. Michalewicz Z.: Genetic Algorithms + Data Structures = Evalution Programs. Springer, New York (1996)

    Google Scholar 

  31. Ahmadian, M.R.: A general strategy for the optimal design of laminated composites by the polar-Genetic Method. PhD Thesis, Versailles Saint Quentin University, France (2007)

  32. Vincenti A., Ahmadian M.R., Vannucci P.: BIANCA: a genetic algorithm to solve hard combinatorial optimisation problems in engineering. J. Glob. Optim. 48, 399–421 (2010)

    Article  Google Scholar 

  33. Soremekun G., Gurdal Z., Haftka R.T., Watson L.T.: Composite laminate design optimization by genetic algorithm with generalized elitist selection. Comput. Struct. 79, 131–143 (2001)

    Article  Google Scholar 

  34. Vinson J.R., Sierakowski R.L.: The Behavior of Structures Composed of Composite Materials. Martinus Nijhoff, Dordrecht (1986)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to H. Ghashochi Bargh.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Sadr, M.H., Ghashochi Bargh, H. Optimization of laminated composite plates for maximum fundamental frequency using Elitist-Genetic algorithm and finite strip method. J Glob Optim 54, 707–728 (2012). https://doi.org/10.1007/s10898-011-9787-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10898-011-9787-x

Keywords

Navigation