TY - GEN
T1 - Solution of the inverse heat conduction problem by using the ABC algorithm
AU - Hetmaniok, Edyta
AU - Słota, Damian
AU - Zielonka, Adam
PY - 2010
Y1 - 2010
N2 - In this paper, a numerical method of solving the inverse heat conduction problem based on the respectively new tool for combinational optimization, named the Artificial Bee Colony algorithm (ABC), is presented. In the first step, the direct heat conduction problem, associated to the considered inverse heat conduction problem, is solved by using the finite difference method. In the second step, the proper functional, based on the least squares method, is minimized by using the ABC algorithm, giving the solution of the considered problem. An example illustrating the precision and effectiveness of the method is also shown. The proposed approach is original and promising.
AB - In this paper, a numerical method of solving the inverse heat conduction problem based on the respectively new tool for combinational optimization, named the Artificial Bee Colony algorithm (ABC), is presented. In the first step, the direct heat conduction problem, associated to the considered inverse heat conduction problem, is solved by using the finite difference method. In the second step, the proper functional, based on the least squares method, is minimized by using the ABC algorithm, giving the solution of the considered problem. An example illustrating the precision and effectiveness of the method is also shown. The proposed approach is original and promising.
KW - Artificial bee colony algorithm
KW - Finite difference method
KW - Inverse heat conduction problem
KW - Swarm intelligence
UR - https://www.scopus.com/pages/publications/79956283633
U2 - 10.1007/978-3-642-13529-3_70
DO - 10.1007/978-3-642-13529-3_70
M3 - Conference contribution
AN - SCOPUS:79956283633
SN - 3642135285
SN - 9783642135286
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 659
EP - 668
BT - Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Proceedings
T2 - 7th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2010
Y2 - 28 June 2010 through 30 June 2010
ER -