Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Crew operation scheduling based on simulated evolution technique
Crew operation scheduling problem is a large-scale combinatorial problem. Only human experts could make schedule with trial and error in a long time by hand. We propose a new framework for crew operation scheduling using simulated evolution technique, which is used to simulate trial and error approach effectively. Several kinds of knowledge base are defined to raise the effectiveness of the search algorithm to find constraint satisfaction solution. We can find a feasible solution in several minutes with our prototype system, which is developed for the high-frequency subway line.
Crew operation scheduling based on simulated evolution technique
Crew operation scheduling problem is a large-scale combinatorial problem. Only human experts could make schedule with trial and error in a long time by hand. We propose a new framework for crew operation scheduling using simulated evolution technique, which is used to simulate trial and error approach effectively. Several kinds of knowledge base are defined to raise the effectiveness of the search algorithm to find constraint satisfaction solution. We can find a feasible solution in several minutes with our prototype system, which is developed for the high-frequency subway line.
Crew operation scheduling based on simulated evolution technique
Kataoka, K. (Autor:in) / Komaya, K. (Autor:in)
1998
9 Seiten, 3 Quellen
Aufsatz (Konferenz)
Englisch
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