Application of the ant colony optimization algorithm for reconstruction of the thermal conductivity coefficient

Authors:
Edyta Hetmaniok;Damian Słota;Adam Zielonka
Affiliations:
Institute of Mathematics, Silesian University of Technology, Gliwice, Poland;Institute of Mathematics, Silesian University of Technology, Gliwice, Poland;Institute of Mathematics, Silesian University of Technology, Gliwice, Poland
Venue:
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Year:
2012

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Abstract

In this paper the parametric inverse heat conduction problem with the third kind boundary condition is solved by applying the Ant Colony Optimization algorithm introduced in recent years and belonging to the group of optimization algorithms inspired by the behavior of swarms of individuals living in real word. In this case the applied algorithm is based on the technique of searching for the shortest way connecting the ant-hill with the source of food and is used for minimizing the functional playing a crucial role in the proposed procedure prepared for reconstruction of the thermal conductivity coefficient.