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Solving the logistic problems with optimal resource assignment using fuzzy logic methods |
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| Authors: | Miha Moškon Štefan Novak Marino Medeot Iztok Lebar Bajec Nikolaj Zimic Miha Mraz |
| Affiliation: | 1. Faculty of Computer and Information Science, 25 Tr?a?ka Cesta, SI‐1000 Ljubljana, Slovenia;2. Slovenian Ministry of Defence, 55 Vojkova Cesta 55, SI‐1000 Ljubljana, Slovenia;3. Faculty of Maritime Studies and Transport, University of Ljubljana, Pot Pomor??akov 4, SI‐6320 Portoro?, Slovenia |
| Abstract: | Fuzzy approach of optimal resource assignment regarding the given demands in the scope of transportation will be presented in the article. The basis of the research is the crisp solution which is also presented in the article. The basic solution was upgraded in order to be able to handle vaguely (i.e. fuzzily) defined requirements and resource properties. The optimal resource configuration is calculated with the aid of Hungarian algorithm which uses the data calculated with the fuzzy methods for its inputs. The approach described is presented on the example of a military convoy formation. Copyright © 2011 John Wiley & Sons, Ltd. |
| Keywords: | fuzzy logic fuzzy assignment Hungarian algorithm logistics |