Automatic design of marine structures by using successive response surface method

Automatic design of marine structures by using successive response surface method

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Article ID: iaor2014878
Volume: 49
Issue: 5
Start Page Number: 863
End Page Number: 871
Publication Date: May 2014
Journal: Structural and Multidisciplinary Optimization
Authors: ,
Keywords: design, programming: linear
Abstract:

An automated optimization procedure based on successive response surface method is presented. The method is applied to weight optimization of a stiffened plate used in marine structures. In the design space the surrogate model is spanned sequentially into an optimally restricted subspace that is converging towards at least a local optimum. Both objective function and all constraint functions are modeled using linear response surface method enabling the use of a robust and efficient simplex algorithm for the optimizations. Special attention is paid to CAD and FEM‐model linking that plays a central role in practical industrial applications. In this project SOLIDWORKS and ANSYS software are adopted for structural modeling and analysis, respectively, and the optimization is carried out in a MatLab environment. The reported results achieved in this project prove the robustness and effectiveness of the proposed approach.

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