Article ID: | iaor20052811 |
Country: | Germany |
Volume: | 29 |
Issue: | 4 |
Start Page Number: | 285 |
End Page Number: | 297 |
Publication Date: | Apr 2005 |
Journal: | Structural and Multidisciplinary Optimization |
Authors: | Umesha P.K., Venuraju M.T., Hartmann D., Leimbach K.R. |
Keywords: | engineering, design |
Parallel design optimization of large structural systems calls for a multilevel approach to the optimization problem. The general optimization problem is decomposed into a number of non-interacting suboptimization problems on the first level. They are controlled from the second level through coordination variables. Thus, the solutions of the independent first-level subsystems are directed towards the overall system optimum. In the present paper, optimal design of truss structures using parallel computing technique is described. In this method, optimization of a large truss structure has been carried out by decomposing the structure into sub-domains and suboptimization tasks. Each sub-domain has independent design variables and a small number of behavior constraints. The two-level sub-domain optimum design approach is summarized by several numerical examples with speedups and inefficiencies of algorithms on message passing systems. It has been noticed that the efficiency of the algorithm for design optimization increases with the size of the structure.