Computer Science Technical Reports
CS at VT

Global/Local Iteration for Blended Composite Laminate Panel Structure Optimization Subproblems

Adams, David B. and Watson, Layne T. and Seresta, Omprakash and Gurdal, Zafer (2005) Global/Local Iteration for Blended Composite Laminate Panel Structure Optimization Subproblems. Technical Report TR-05-11, Computer Science, Mathematics, Aerospace & Ocean Engineering, Virginia Tech.

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Composite panel structure optimization is commonly decomposed into panel optimization subproblems. Previous work applied a guide based design approach to the problem for a structure where the local loads were assumed to be fixed for each panel throughout the design process. This paper examines the application of guide based design to a more realistic representation of the structure where the local loads for each panel are determined through a global level analysis that is coupled with the stacking sequence for every design panel. A small problem is selected for which an exhaustive search of the subproblem design space verifies the optimality of the solution found through the global/local iteration process introduced in this work. The efficient discovery of solutions to these guide based design subproblems creates an opportunity to incorporate the solutions into a global level optimization process. A parallel genetic algorithm is proposed to control global optimization in which evaluating the fitness of each member of the population requires the solution of a guide based design subproblem where parallelism is solely within fitness evaluations. Results are presented for a wingbox design problem and compared with known solutions for the same problem to demonstrate weight reductions in a problem thought to already be near optimally solved.

Item Type:Departmental Technical Report
Keywords:global/local, composite laminates, genetic algorithms, parallel computing, combinatorial optimization, decomposition, blending
Subjects:Computer Science > Parallel Computation
Computer Science > Algorithms and Data Structure
ID Code:716
Deposited By:Administrator, Eprints
Deposited On:31 August 2005