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This problem is simply a consequence of the imbalance in the distribution of containers through the MTN due to the set of containers that do not return to the origin port. This work offers a decision-making tool to this problem by proposing an optimal return of empty containers. The proposed application is based on evolutionary heuristics. Its principle is to find an optimal solution from a set of several feasible solutions generated during an initial population in order to enable the search of empty containers at lower cost.<\/jats:p>","DOI":"10.4018\/ijdsst.2018070103","type":"journal-article","created":{"date-parts":[[2018,5,10]],"date-time":"2018-05-10T12:34:45Z","timestamp":1525955685000},"page":"39-56","source":"Crossref","is-referenced-by-count":2,"title":["A Decision-Making Tool for the Optimization of Empty Containers' Return in the Liner Shipping: Optimization by Using the Genetic Algorithm"],"prefix":"10.4018","volume":"10","author":[{"given":"Naima","family":"Belayachi","sequence":"first","affiliation":[{"name":"Laboratoire d'informatique d'Oran (LIO), University of Oran 1 Ahmed Ben Bella, Oran, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fouzia","family":"Amrani","sequence":"additional","affiliation":[{"name":"Ecole Nationale Polytechnique d'Oran (ENPO), Oran, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Karim","family":"Bouamrane","sequence":"additional","affiliation":[{"name":"Laboratoire d'informatique d'Oran (LIO), University of Oran 1 Ahmed Ben Bella, Oran, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJDSST.2018070103-0","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2011.12.045"},{"key":"IJDSST.2018070103-1","doi-asserted-by":"publisher","DOI":"10.3166\/jds.20.207-239"},{"key":"IJDSST.2018070103-2","unstructured":"Asariotis, R., Benamara, H., Hofmann, J., Misovicova, M., & N\u00fa\u00f1ez, E., Premti, ... 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