DocumentCode :
348751
Title :
Genetic algorithms applied to a wood collection problem
Author :
Karanta, Ilkka ; Mikkota, T. ; Bounsaythip, Catherine ; Jokinen, Olli ; Savola, Juha
Author_Institution :
VTT Inf. Technol., Finland
Volume :
4
fYear :
1999
fDate :
1999
Firstpage :
635
Abstract :
This paper is related to a real-world problem of routing, sequencing and time-tabling of trucks for timber collection in Finland. The general features of the vehicle routing problem are described, and the special features of the wood transportation problem are explained. Timber collection poses special challenges, because of different kinds of timber, types of trucks, multiple start and delivery points, plus the huge size of the road network which may include all the public countryside roads of a substantial portion of Finland. A prototype system using genetic algorithms is described. Obtained results are encouraging and open to future development
Keywords :
genetic algorithms; network routing; transportation; wood processing; genetic algorithms; road network; routing; sequencing; timber collecting vehicle routing problem; timber collection; time-tabling; trucks; vehicle routing problem; wood collection problem; wood transportation problem; Constraint optimization; Cost function; Genetic algorithms; Information technology; Production facilities; Prototypes; Roads; Routing; Transportation; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
ISSN :
1062-922X
Print_ISBN :
0-7803-5731-0
Type :
conf
DOI :
10.1109/ICSMC.1999.812478
Filename :
812478
Link To Document :
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