Wyniki wyszukiwania - BazTech

Ograniczanie wyników

1 Journal of Artificial Intelligence and Soft Computing Research

1 2025

Znaleziono wyników: 1

Liczba wyników na stronie

Wyniki wyszukiwania

Sortuj według:

Ogranicz wyniki do:

Portfolio optimization with translation of representation for transport problems

Zajecka Małgorzata, Mastalerczyk Mateusz, Chong Siang Yew, Yao Xin, Kwiecien Joanna, Chmiel Wojciech, Dajda Jacek, Kisiel-Dorohinicki Marek, Byrski Aleksander

Journal of Artificial Intelligence and Soft Computing Research

2025

Vol. 15, No. 1

57--75

The paper presents a hybridization of two ideas closely related to metaheuristic computing, namely Portfolio Optimization (researched by Xin Yao et al.) and Translation of Representation for different metaheuristics (researched by Byrski et al.). Thus, difficult problems (discrete optimization) are approached by a sequential run through a number of steps of different metaheuristics, providing the translation of representation (since the algorithms are completely different). Therefore, close cooperation of e.g. ACO, PSO, and GA is possible. The results refer to unaltered algorithms and show the superiority of the constructed hybrid.