Multi-objective optimum of composite bolted joints by using the multi-layer convex hull method
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The selection of optimum design points is difficult due to the fact that the number of Pareto optimal design points grows explosively with the increase of objective dimensions. A finer described Pareto frontier contains many more Pareto optimal design points which increase the selection difficulty. In this paper, the multi-layer convex hull method is developed to decrease the selection number of the multi-objective optimum design points. The concept multi-layer convex hull method is like onions with the convex hulls built from outside to inside. A three-objective optimum design of bolted composite joints is employed to validate this method. Result shows that the large individual number that has to be checked in the last generation is decreased significantly.
KeywordsComposite Bolted joint Spring method Optimum Convex hull
The authors gratefully acknowledge the support from the National Natural Science Foundation of China under grant Nos. 11402014 and 11572023.
- De Berg M, Van Kreveld M, Overmars M, et al. (2000) Computational Geometry. Springer, HeidelbergGoogle Scholar
- Holland JH (1975) Adaptation in Natural and Artificial Systems. The University of Michigan Press, Ann ArborGoogle Scholar
- John W Eaton, David Bateman, Søren Hauberg, et al. (2018) GNU Octave. https://octave.org/octave.pdf. Accessed 21 March 2018
- Kradinov V, Barut A, Madenci E, Ambur DR (2001) Optimum design for double-lap bolted composite joints using a genetic algorithm. In 19th AIAA Applied Aerodynamics Conference, Anaheim, 2001Google Scholar
- Nelson WD, Bunin BL, Hart-Smith LJ (1983) Critical joints in large composite aircraft structure. NASA Contractor Report 3710Google Scholar
- Roy A, Mabru C, Gacougnolle JL et al (1997) Damage mechanisms in composite/composite bonded joints under static tensile loading. Appl Compos Mater 4(2):95–119Google Scholar