An optimization algorithm for determining a point heat source position in a 2D domain using a hybrid metaheuristic

Author:

Kurt Mehmet1ORCID,Günel Korhan2ORCID

Affiliation:

1. Faculty of Engineering and Natural Sciences , Bahcesehir University and Izmir Bahcesehir Science and Technology High School , Izmir , Turkey

2. Department of Mathematics , Faculty of Arts and Sciences , Adnan Menderes University , Aydın , Turkey

Abstract

Abstract In this paper, we study an inverse problem of determining the unknown heat source position of a point-wise heat source in a two-dimensional steady-state heat conduction problem governed by a linear elliptic equation with the Dirichlet boundary conditions. The problem is solved by the hybridization of particle swarm optimization and the gravitational search algorithm with a newly defined mutation operator. Some empirical studies are also performed to gauge the accuracy of the proposed approach.

Publisher

Walter de Gruyter GmbH

Subject

Applied Mathematics

Reference15 articles.

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3. L. C. Evans, Partial Differential Equations, 2nd ed., Grad. Stud. Math. 19, American Mathematical Society, Providence, 2010.

4. A. Hasanov Hasanoğlu and V. G. Romanov, Introduction to Inverse Problems for Differential Equations, Springer, Cham, 2017.

5. D. Karaboga and B. Akay, A comparative study of artificial Bee colony algorithm, Appl. Math. Comput. 214 (2009), no. 1, 108–132.

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