Title :
Hierarchical genetic algorithm for non destructive thermal evaluation of layered composite materials
Author :
Lorion, Richard ; Benne, Michel ; Chabriat, Jean-Pierre ; Luk, Jean Daniel Lan Sun
Author_Institution :
Lab. de Genie Industriel, Univ. de La Reunion, France
Abstract :
Deals with the estimation of the internal thermal properties distribution in a layered composite material. Our approach, based on a flash method considers only boundaries measurements. The special nature of the diffusion makes this inverse problem particularly difficult, in addition, they are often ill posed. So we present a study based on a global optimisation method from a real coded hierarchical genetic algorithm. Numerical results with the method indicate that close estimates of the unknown distribution can be obtained on highly discontinuous profiles.
Keywords :
composite materials; finite difference methods; genetic algorithms; inverse problems; nondestructive testing; thermal conductivity; thermal diffusivity; boundaries measurements; diffusion; flash method; global optimisation method; highly discontinuous profiles; inverse problem; layered composite materials; nondestructive thermal evaluation; parametric optimisation; real coded hierarchical genetic algorithm; thermal analysis; Algorithm design and analysis; Composite materials; Genetic algorithms; Heat transfer; Inverse problems; Nonhomogeneous media; Optimization methods; Solids; Sun; Thermal conductivity;
Conference_Titel :
Systems, Man and Cybernetics, 2002 IEEE International Conference on
Print_ISBN :
0-7803-7437-1
DOI :
10.1109/ICSMC.2002.1175722