• Title of article

    Sizing optimization of skeletal structures using teaching-learning based optimization

  • Author/Authors

    Toğan, Vedat Department of CivilEngineering - Karadeniz Technical University, Turkey , Mortazavi, Ali Department of Civil Engineering - Ege University, Turkey

  • Pages
    12
  • From page
    130
  • To page
    141
  • Abstract
    Teaching Learning Based Optimization (TLBO) is one of the non-traditional techniques to simulate natural phenomena into a numerical algorithm. TLBO mimics teaching learning process occurring between a teacher and students in a classroom. A parameter named as teaching factor, TF, seems to be the only tuning parameter in TLBO. Although the value of the teaching factor, TF, is determined by an equation, the value of 1 or 2 has been used by the researchers for TF. This study intends to explore the effect of the variation of teaching factor TF on the performances of TLBO. This effect is demonstrated in solving structural optimization problems including truss and frame structures under the stress and displacement constraints. The results indicate that the variation of TF in the TLBO process does not change the results obtained at the end of the optimization procedure when the computational cost of TLBO is ignored.
  • Keywords
    Optimization , skeletal structures , teaching-learning based optimization , teaching factor , penalty function
  • Journal title
    International Journal of Optimization and Control: Theories and Applications
  • Serial Year
    2017
  • Record number

    2588941