Parallel Computing Techniques for Sensitivity Analysis in Optimum Structural Design

Among different activities of the optimum structural design using the gradient-based optimization approaches, design sensitivity analysis is the most time-consuming computational process. By introducing parallel computing techniques for sensitivity computation, significant speedup has been obtained in optimum structural design. Computation of design sensitivities is characteristically uncoupled, thus opening the door to parallelization. In this paper, two types of approaches viz. single-level and multilevel parallelisms are pursued for design sensitivities. The design sensitivities are computed using analytical and finite-difference methods. Numerical studies show that the performance of the parallel algorithms for design sensitivities on message passing systems is very good. Good speedups have been achieved in parallel multilevel sensitivity calculation. The parallel algorithms for design sensitivity analysis have been implemented on message passing parallel systems within the software platform of Parallel Computer Adaptive Language.

• Availability:
  • Find a library where document is available. Order URL: http://worldcat.org/issn/08873801
• Authors:
  • Umesha, P K
  • Venuraju, M T
  • Hartmann, D
  • Leimbach, K R
• Publication Date: 2007-11

Language

• English

Media Info

• Media Type: Print
• Features: Appendices; Figures; Illustrations; References; Tables;
• Pagination: pp 463-477
• Serial:
  • Journal of Computing in Civil Engineering
  • Volume: 21
  • Issue Number: 6
  • Publisher: American Society of Civil Engineers
  • ISSN: 0887-3801
  • Serial URL: https://ascelibrary.org/journal/jccee5

Subject/Index Terms

• TRT Terms: Algorithms; Finite differences; Numerical analysis; Optimization; Parallel processing; Sensitivity analysis; Structural design; Substructures
• Uncontrolled Terms: Space trusses
• Subject Areas: Bridges and other structures; Design; Highways; I24: Design of Bridges and Retaining Walls;

Filing Info

• Accession Number: 01081398
• Record Type: Publication
• Files: TRIS
• Created Date: Nov 28 2007 8:26AM