Authors: | Kratica, Jozef Kostić, Tijana Tošić, Dušan Dugošija, Đorđe Filipović, Vladimir |
Affiliations: | Mathematical Institute of the Serbian Academy of Sciences and Arts | Title: | A genetic algorithm for the routing and carrier selection problem | Journal: | Computer Science and Information Systems | Volume: | 9 | Issue: | 1 | First page: | 49 | Last page: | 62 | Issue Date: | 1-Jan-2012 | Rank: | M23 | ISSN: | 1820-0214 | DOI: | 10.2298/CSIS100425067K | Abstract: | In this paper we present new evolutionary approach for solving the Routing and Carrier Selection Problem (RCSP). New encoding scheme is implemented with appropriate objective function. This approach in most cases keeps the feasibility of individuals by using specific representation and modified genetic operators. The numerical experiments were carried out on the standard data sets known from the literature and results were successful comparing to two other recent heuristic for solving RCSP. |
Keywords: | Combinatorial optimization | Evolutionary computation | Genetic algorithm | Vehicle routing problems | Publisher: | ComSIS Consortium | Project: | Mathematical Modelas and Optimization Methods on Large-Scale Systems |
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