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https://research.matf.bg.ac.rs/handle/123456789/575| Title: | Some possibilities of using fuzzy logic within methods for solving a variant of vehicle routing problem | Authors: | Radojičić Matić, Nina Marić, Miroslav |
Affiliations: | Informatics and Computer Science Informatics and Computer Science |
Keywords: | Fuzzy Logic Application;GRASP;Metaheuristic;Optimization;Vehicle routing problem | Issue Date: | 1-Nov-2018 | Related Publication(s): | 18th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2018 - Proceedings | Abstract: | The aim of this paper is to explore some possibilities of using fuzzy logic within an algorithm in order to improve its performance. The GRASP (Greedy Randomized Adaptive Search Procedure) method for solving the Risk-constrained Cash-in-Transit Vehicle Routing Problem is implemented. In addition to the classic construction phase, three versions that include fuzzy logic are implemented and tested. The presented results indicate that the incorporation of fuzzy logic within the proposed method leads to obtaining better performance. |
URI: | https://research.matf.bg.ac.rs/handle/123456789/575 | ISBN: | 9781728111179 | DOI: | 10.1109/CINTI.2018.8928214 |
| Appears in Collections: | Research outputs |
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