- Tytuł:
- Modified blind naked mole-rat algorithm applied to electromagnetic design problems
- Autorzy:
- Taherdangkoo, Mohammad
- Powiązania:
- https://bibliotekanauki.pl/articles/1841273.pdf
- Data publikacji:
- 2021
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
electromagnetic design problems
global optimization
meta-heuristic algorithm
problemy z projektowaniem elektromagnetycznym
globalna optymalizacja
algorytm metaheurystyczny - Opis:
- In this paper,we proposed a modified meta-heuristic algorithm based on the blind naked mole-rat (BNMR) algorithm to solve the multiple standard benchmark problems. We then apply the proposed algorithm to solve an engineering inverse problem in the electromagnetic field to validate the results. The main objective is to modify the BNMR algorithm by employing two different types of distribution processes to improve the search strategy. Furthermore, we proposed an improvement scheme for the objective function and we have changed some parameters in the implementation of the BNMR algorithm. The performance of the BNMR algorithm was improved by introducing several new parameters to find the better target resources in the implementation of a modified BNMR algorithm. The results demonstrate that the changed candidate solutions fall into the neighborhood of the real solution. The results show the superiority of the propose method over other methods in solving various mathematical and electromagnetic problems.
- Źródło:
-
Archives of Electrical Engineering; 2021, 70, 2; 167-380
1427-4221
2300-2506 - Pojawia się w:
- Archives of Electrical Engineering
- Dostawca treści:
- Biblioteka Nauki
Artykuł