Evolutionary algorithm for the CIM production scheduling.
In: Zeszyty Naukowe. Automatyka / Politechnika Śląska
Online
serialPeriodical
Zugriff:
The paper presents the evolutionary algorithm, which realizes the original evolutionary search process, for optimization of the NP-hard permutational scheduling problems. The investigated algorithm is a hybrid of a modified genetic algorithm, simplified local optimization procedure, some 'tabu mechanism', as well as a simple self-adaptation algorithm parameters procedure. The computational results show, for the example of m-stages production flow line, that the proposed algorithm has a high potential as a optimization paradigm for the CIM production scheduling.
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Evolutionary algorithm for the CIM production scheduling.
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Autor/in / Beteiligte Person: | Wala, K. |
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Zeitschrift: | Zeszyty Naukowe. Automatyka / Politechnika Śląska |
Medientyp: | serialPeriodical |
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