Experimental Verification of Selected Artificial Intelligence Algorithms Used for Solving the Inverse Stefan Problem |
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| Authors: | Edyta Hetmaniok Damian Słota Adam Zielonka |
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| Affiliation: | 1. Institute of Mathematics, Silesian University of Technology , Gliwice , Poland edyta.hetmaniok@polsl.pl;3. Institute of Mathematics, Silesian University of Technology , Gliwice , Poland |
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| Abstract: | The article presents a comparative study of three procedures applied for solving the inverse Stefan problem. The investigated problem consists of reconstruction of the unknown boundary condition on the basis of measurement data, and the procedures of solution differ in the way of minimizing the proper functional—in each approach considered, one of three artificial intelligence algorithms (Ant Colony Optimization, Artificial Bee Colony, and Harmony Search) is used. Methods applying the respective algorithms are compared with regard to their velocity and the precision of results. |
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