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A new hybrid Firefly – Genetic algorithm for the optimal product line design problem

Zervoudakis Konstantinos, Tsafarakis Stelios, Sovatzidi Paraskevi-Panagiota

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/44BB6343-081C-40C6-9E27-F9CFEC26BB16-
Αναγνωριστικόhttps://doi.org/10.1007/978-3-030-38629-0_23-
Αναγνωριστικόhttps://link.springer.com/chapter/10.1007/978-3-030-38629-0_23-
Γλώσσαen-
Μέγεθος14 pagesen
ΤίτλοςA new hybrid Firefly – Genetic algorithm for the optimal product line design problemen
ΔημιουργόςZervoudakis Konstantinosen
ΔημιουργόςΖερβουδακης Κωνσταντινοςel
ΔημιουργόςTsafarakis Steliosen
ΔημιουργόςΤσαφαρακης Στελιοςel
ΔημιουργόςSovatzidi Paraskevi-Panagiotaen
ΔημιουργόςΣοβατζιδη Παρασκευη-Παναγιωταel
ΕκδότηςSpringer Natureen
ΠερίληψηThe optimal product line design is one of the most critical decisions for a firm to stay competitive, since it is related to the sustainability and profitability of a company. It is classified as an NP-hard problem since no algorithm can certify in polynomial time that the optimum it identifies is the overall optimum of the problem. The focus of this research is to propose a new hybrid optimization method (FAGA) combining Firefly algorithm (FA) and Genetic algorithm (GA). The proposed hybrid method is applied to the product line design problem and its performance is compared to those of previous approaches, like genetic algorithm (GA) and simulated annealing (SA), by using both actual and artificial consumer-related data preferences for specific products. The comparison results demonstrate that the proposed hybrid method is superior to both genetic algorithm and simulated annealing in terms of accuracy, efficiency and convergence speed.en
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2022-05-17-
Ημερομηνία Δημοσίευσης2019-
Θεματική ΚατηγορίαProduct line designen
Θεματική ΚατηγορίαHybridizationen
Θεματική ΚατηγορίαFirefly algorithmen
Θεματική ΚατηγορίαGenetic algorithmen
Βιβλιογραφική ΑναφοράK. Zervoudakis, S. Tsafarakis, and P.-P, Sovatzidi, “A new hybrid Firefly – Genetic algorithm for the optimal product line design problem,” in Learning and Intelligent Optimization, vol 11968, Lecture Notes in Computer Science, N. Matsatsinis, Y. Marinakis, P. Pardalos, Eds., Cham, Switzerland: Springer Nature, 2020, pp. 284–297, doi: 10.1007/978-3-030-38629-0_23.en

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