Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/4BA3462A-6B16-4EF0-86F0-25E7BEA4D76D | - |
| Αναγνωριστικό | https://doi.org/10.1080/01605682.2021.1954486 | - |
| Αναγνωριστικό | https://www.tandfonline.com/doi/full/10.1080/01605682.2021.1954486 | - |
| Γλώσσα | en | - |
| Μέγεθος | 12 pages | en |
| Τίτλος | Optimal product line design using Tabu Search | en |
| Δημιουργός | Tsafarakis Stelios | en |
| Δημιουργός | Τσαφαρακης Στελιος | el |
| Δημιουργός | Zervoudakis Konstantinos | en |
| Δημιουργός | Ζερβουδακης Κωνσταντινος | el |
| Δημιουργός | Andronikidis Andreas | en |
| Εκδότης | Taylor & Francis | en |
| Περίληψη | Product design constitutes a critical process for a firm, which if not implemented effectively it may even question its viability. The optimal product line design is an NP-hard problem, where a company aims at designing a set of products that will optimize a specific objective. Whilst Tabu Search (TS) has effectively solved a large number of combinatorial optimization problems, it has not yet been evaluated in product design. In this paper we design and implement a TS algorithm, which is applied to both artificial and actual consumer-related data preferences for specific products. The algorithm’s performance is evaluated against previous approaches like Genetic Algorithm and Simulated Annealing. The results indicate that the proposed approach outperforms nine tested heuristics in terms of accuracy and efficiency. It also constitutes a more robust technique, and can be effectively generalized to larger problem sizes, which include higher number of products, attributes, or levels. Finally, a novel variant of TS capable of reducing execution time called Tabu Search Class Move, is introduced. | en |
| Τύπος | Peer-Reviewed Journal Publication | en |
| Τύπος | Δημοσίευση σε Περιοδικό με Κριτές | el |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2022-10-24 | - |
| Ημερομηνία Δημοσίευσης | 2021 | - |
| Θεματική Κατηγορία | Product line design | en |
| Θεματική Κατηγορία | Combinatorial optimization | en |
| Θεματική Κατηγορία | Tabu Search | en |
| Βιβλιογραφική Αναφορά | S. Tsafarakis, K. Zervoudakis, and A. Andronikidis, “Optimal product line design using Tabu Search,” J. Oper. Res. Soc., early access, doi: 10.1080/01605682.2021.1954486. | en |
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