Conference papers

  • V. V. Toropov, A. Polynkin, U. Armani, L. F. Alvarez, “Application of metamodel building by genetic programming to industrial optimization problems”, Proceedings of the 4th European Conference on Computational Mechanics (ECCM 2010), Paris, France, 2010
  • U. Armani, V. V. Toropov, A. Polynkin, O. M. Querin, L. F. Alvarez, “Enhancements to a hybrid genetic programming technique applied to symbolic regression”, Proceedings of the 8th ASMO UK/ISSMO conference on engineering, design optimization, product and process improvement, London, UK, 2010
  • U. Armani, D. J. Boon, V. V. Toropov, A. Polynkin, L. J. Clarke, M. B. Stowe, “Generation of models related to aluminium surface treatment using genetic programming”, Proceeding of the 9th world congress on structural and multidisciplinary optimization (WCSMO9), Shizuoka, Japan, 2011
    Available at:
  • U. Armani, Z. Khatir, A. Khan, V. V. Toropov, A. Polynkin, H. Thompson, N. Kapur, C. J. Noakes,  “Control of physical consistency in metamodel building by genetic programming”, Proceedings of the second international conference on soft computing technology in civil, structural, and environmental engineering (CSC2011), Chania, Greece, 2011
    Available at:
  • U. Armani, S. Coggon, V. V. Toropov, “Derivation of deterministic design data from stochastic analysis in the aircraft design process”, Proceedings of the 11th International Conference on Computational Structures Technology (CST2012), Dubrovnik, Croatia, 2012
    Available at:
  • H. Lohse-Busch, C. Hühne, D. Liu, V.V. Toropov, U. Armani, “Parametric optimization of a lattice aircraft fuselage barrel using metamodels built with genetic programming”, Proceedings of the 14th International Conference on Civil, Structural and Environmental Engineering Computing, Cagliari, Italy, 2013
    Available at:
  • D. Liu, H. Lohse-Busch, V.V. Toropov, C. Hühne, U. Armani, “Detailed design of a lattice composite fuselage structure by a mixed optimization method”, Engineering Optimization, Pages 1-14, DOI:10.1080/0305215X.2015.1125262, Taylor & Francis Online, 2015
    Available at:


Cited in:

  • Marques, S. H., A. T. Gomes, and A. A. Henriques, “Uncertainty quantification by polynomial chaos expansion for geotechnical reliability-based analysis.” Geotechnical Safety and Risk IV (2013): 145


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