TY - GEN
T1 - Application of the ant colony optimization algorithm for reconstruction of the thermal conductivity coefficient
AU - Hetmaniok, Edyta
AU - Słota, Damian
AU - Zielonka, Adam
PY - 2012
Y1 - 2012
N2 - 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.
AB - 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.
KW - Ant Colony Optimization Algorithm
KW - Artificial Intelligence
KW - Inverse Heat Conduction Problem
KW - Swarm Intelligence
UR - https://www.scopus.com/pages/publications/84860691624
U2 - 10.1007/978-3-642-29353-5_28
DO - 10.1007/978-3-642-29353-5_28
M3 - Conference contribution
AN - SCOPUS:84860691624
SN - 9783642293528
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 240
EP - 248
BT - Swarm and Evolutionary Computation - International Symposia, SIDE 2012 and EC 2012, Held in Conjunction with ICAISC 2012, Proceedings
T2 - Symposium on Swarm Intelligence and Differential Evolution, SIDE 2012 and Symposium on Evolutionary Computation, EC 2012, Held in Conjunction with 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012
Y2 - 29 April 2012 through 3 May 2012
ER -