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| Tekijä: | Soylu, M. Özdemirel, N. E. Kayaligil, S. |
| Otsikko: | A self-organizing neural network approach for the single AGV routing problem |
| Lehti: | European Journal of Operational Research
2000 : FEB, VOL. 121:1, p. 124-137 |
| Asiasana: | Operational research Neural networks Travelling salesman problem Automation |
| Kieli: | eng |
| Tiivistelmä: | The objective is to find the shortest tour for a single free-ranging Automated Guided Vehicle that has to carry out multiple pick. The problem is an incidence of the asymmetric traveling salesman problem which is known to be NP-complete. An artificial neural network algorithm based on Kohonen's self-organizing feature maps is developed to solve the problem, and several improvements on the basic features of self-organizing maps are proposed. feature |
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