Genetic-based approach to production planning with manufacturing cost minimization
Artykuł w czasopiśmie
MNiSW
10
Lista B
Status: | |
Autorzy: | Gola Arkadiusz |
Rok wydania: | 2014 |
Wersja dokumentu: | Drukowana |
Język: | angielski |
Numer czasopisma: | 3 |
Wolumen/Tom: | 153 |
Strony: | 496 - 503 |
Efekt badań statutowych | NIE |
Materiał konferencyjny: | NIE |
Publikacja OA: | NIE |
Abstrakty: | angielski |
The problem of production planning is oriented to the task of developig such a plan of production which takes into consideration specified marginal conditions and simultaneously generate the lowest cost of manufacturing. Such defined optimization task is a NP-hard problem and it makes impossible finding an optimal solution in multinomial time. Consequently, there is a need to apply the global optimization methods. This article presents the possibility of using genetic algorithms in the process of developing production plans for changeable market demands. Minization of manufacturing costs is taken as a superior goal of optimization. |