Buildings (Oct 2022)

Cost-Based Optimization of Isolated Footing in Cohesive Soils Using Generalized Reduced Gradient Method

  • Muhammad Naqeeb Nawaz,
  • Agha Shah Ali,
  • Syed Taseer Abbas Jaffar,
  • Turab H. Jafri,
  • Tae-Min Oh,
  • Mirvat Abdallah,
  • Steve Karam,
  • Marc Azab

DOI
https://doi.org/10.3390/buildings12101646
Journal volume & issue
Vol. 12, no. 10
p. 1646

Abstract

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This study presents a cost-based optimization model for the design of isolated foundations in cohesive soils. The optimization algorithm not only incorporates safety requirements in the form of ultimate limit state (ULS) and serviceability limit state (SLS) criteria but also deals with the economics simultaneously. In that regard, the generalized reduced gradient (GRG) method is used for the optimization purpose to achieve the least construction cost of an isolated foundation along with the integration of design parameters as optimization variables. The optimization technique is elaborated using a design example in silty clayey soil and the results of the optimized design are compared with those of the conventional design. The optimization model shows that the optimized design can reduce the construction cost by up to 44% as compared to the conventional design cost for the particular example. Moreover, a sensitivity analysis is also performed to evaluate the quantitative impact of cohesive soil properties, design load, and groundwater table on the construction cost. The results indicate that the construction cost majorly depends on the combined effect of four key parameters: Young’s modulus, recompression index, design load, and groundwater table.

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