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Multi-objective non-linear fixed charge transportation problem with multiple modes of transportation in crisp and interval environments
Biswas, A ; Sharif University of Technology | 2019
325
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- Type of Document: Article
- DOI: 10.1016/j.asoc.2019.04.011
- Publisher: Elsevier Ltd , 2019
- Abstract:
- This paper aims to propose an approach based on NSGA-II for solving multi-objective non-linear fixed charge transportation problem with multiple modes of transport in crisp and interval environments. Certain modifications need to be made in the existing NSGA-II configuration to calculate the crowding distance of a solution in the interval environment. Besides, a crossover and a mutation scheme suitable for multiple modes of transportation are developed. In the end, a set of test problems are solved in both environments and some comparative studies are performed restricting the problem to only one mode of transport at a time. Finally, the results of the proposed algorithm are compared with SPEA2
- Keywords:
- Constrained optimization ; Non-linear fixed charge problem ; NSGA-II ; Transportation problem ; Constrained optimization ; Comparative studies ; Crowding distance ; Fixed charge transportation ; Fixed-charge problems ; Mode of transport ; Multi objective ; NSGA-II ; Transportation problem ; Multimodal transportation
- Source: Applied Soft Computing Journal ; Volume 80 , 2019 , Pages 628-649 ; 15684946 (ISSN)
- URL: https://www.sciencedirect.com/science/article/abs/pii/S1568494619302029