DocumentCode :
2914154
Title :
Transgenetic algorithm for the biobjective oil derivatives distribution problem
Author :
de Souza, Thatiana C N ; Goldbarg, Elizabeth F G ; Goldbarg, Marco C.
Author_Institution :
Dept. of Inf. & Appl. Math., Fed. Univ. of Rio Grande do Norte, Natal, Brazil
fYear :
2011
fDate :
22-24 Nov. 2011
Firstpage :
516
Lastpage :
521
Abstract :
To distribute oil derivatives by multi-product pipelines is an important problem faced by the petroleum industry. Some researchers deal with it as a discrete problem where batches of products flow in a network. Usually, no separation devices exist between batches of different products and losses due to interface can be significant. Minimizing delivery time is a usual objective handled by engineers when scheduling products in pipeline networks. Nevertheless, costs due to interface cannot be disregarded. This paper addresses the problem where these two criteria are considered simultaneously. A Transgenetic Algorithm is proposed for it and applied to 30 real-like instances. Transgenetic algorithms are evolutionary approaches based on interactions between a host and its endosymbionts. Computational experiments show that the proposed approach is very effective when compared to other algorithms proposed previously in literature.
Keywords :
genetic algorithms; petroleum industry; pipelines; scheduling; biobjective oil derivative distribution problem; delivery time minimization; discrete problem; evolutionary approaches; multiproduct pipelines; petroleum industry; product scheduling; transgenetic algorithm; Algorithm design and analysis; Approximation algorithms; Contamination; Genetic algorithms; Intelligent systems; Planning; Vectors; biobjective oil derivatives distribution problem; cost of interface losses; transgenetic algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2011 11th International Conference on
Conference_Location :
Cordoba
ISSN :
2164-7143
Print_ISBN :
978-1-4577-1676-8
Type :
conf
DOI :
10.1109/ISDA.2011.6121708
Filename :
6121708
Link To Document :
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