Parametric structural optimization with radial basis functions and partition of unity method

  • Authors:

  • H. S. Ho;Bonnie F. Y. Lui;Michael Y. Wang

  • Affiliations:

  • Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, N.T, Hong Kong, China;Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, N.T, Hong Kong, China;Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, N.T, Hong Kong, China

  • Venue:
  • Optimization Methods & Software - Advances in Shape and Topology Optimization: Theory, Numerics and New Applications Areas
  • Year:
  • 2011

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Abstract

This paper presents the parametric approach of the structural optimization that combines the theory of radial basis function (RBF) interpolation and the partition of unity (POU) method. A surface is represented implicitly through a level function and its boundary is the zero level set, the evolution of the dynamic boundary is determined by the parameters of the RBF. In order to deal with these large point sets, we organize the point sets into some overlapping local sub-domains and reconstruct these local surfaces into the octree cells; POU method blends them into a global surface with higher numerical efficiency. Finally, we give the numerical examples to demonstrate the versatility of these methods.