Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches
Created by W.Langdon from
gp-bibliography.bib Revision:1.8110
- @InProceedings{Pereira:2018:GECCOcomp,
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author = "Cristiane S. Pereira and Douglas M. Dias and
Marley M. B. R. Vellasco and Francisco Henrique F. Viana and
Luis Marti",
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title = "Crude oil refinery scheduling: addressing a real-world
multiobjective problem through genetic programming and
dominance-based approaches",
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booktitle = "GECCO '18: Proceedings of the Genetic and Evolutionary
Computation Conference Companion",
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year = "2018",
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editor = "Carlos Cotta and Tapabrata Ray and Hisao Ishibuchi and
Shigeru Obayashi and Bogdan Filipic and
Thomas Bartz-Beielstein and Grant Dick and
Masaharu Munetomo and Silvino {Fernandez Alzueta} and Thomas Stuetzle and
Pablo Valledor Pellicer and Manuel Lopez-Ibanez and
Daniel R. Tauritz and Pietro S. Oliveto and
Thomas Weise and Borys Wrobel and Ales Zamuda and
Anne Auger and Julien Bect and Dimo Brockhoff and
Nikolaus Hansen and Rodolphe {Le Riche} and Victor Picheny and
Bilel Derbel and Ke Li and Hui Li and Xiaodong Li and
Saul Zapotecas and Qingfu Zhang and Stephane Doncieux and
Richard Duro and Joshua Auerbach and
Harold {de Vladar} and Antonio J. Fernandez-Leiva and JJ Merelo and
Pedro A. Castillo-Valdivieso and David Camacho-Fernandez and
Francisco {Chavez de la O} and Ozgur Akman and
Khulood Alyahya and Juergen Branke and Kevin Doherty and
Jonathan Fieldsend and Giuseppe Carlo Marano and
Nikos D. Lagaros and Koichi Nakayama and Chika Oshima and
Stefan Wagner and Michael Affenzeller and
Boris Naujoks and Vanessa Volz and Tea Tusar and Pascal Kerschke and
Riyad Alshammari and Tokunbo Makanju and
Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and
John R. Woodward and Shin Yoo and John McCall and
Nayat Sanchez-Pi and Luis Marti and Danilo Vasconcellos and
Masaya Nakata and Anthony Stein and
Nadarajen Veerapen and Arnaud Liefooghe and Sebastien Verel and
Gabriela Ochoa and Stephen L. Smith and Stefano Cagnoni and
Robert M. Patton and William {La Cava} and
Randal Olson and Patryk Orzechowski and Ryan Urbanowicz and
Ivanoe {De Falco} and Antonio {Della Cioppa} and
Ernesto Tarantino and Umberto Scafuri and P. G. M. Baltus and
Giovanni Iacca and Ahmed Hallawa and Anil Yaman and
Alma Rahat and Handing Wang and Yaochu Jin and
David Walker and Richard Everson and Akira Oyama and
Koji Shimoyama and Hemant Kumar and Kazuhisa Chiba and
Pramudita Satria Palar",
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isbn13 = "978-1-4503-5764-7",
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pages = "1821--1828",
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address = "Kyoto, Japan",
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DOI = "doi:10.1145/3205651.3208291",
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publisher = "ACM",
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publisher_address = "New York, NY, USA",
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month = "15-19 " # jul,
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organisation = "SIGEVO",
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keywords = "genetic algorithms, genetic programming",
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abstract = "his study presents the crude oil scheduling problem
with four objectives divided in two different levels of
importance. It comes from a real refinery where the
scheduling starts on the offloading of ships,
encompasses terminal and refinery tanks, a crude
pipeline, and finishes on the output streams of the
crude distillation units. We propose a new approach for
the Quantum-Inspired Grammar-based Linear Genetic
Programming (QIGLGP) evolutionary algorithm to handle
the multiple objectives of the problem using the
non-dominance concept. The modifications are
concentrated on the population updating and sorting
steps of QIGLGP. We tackle difference of importance
among the objectives using the principle of violation
of constraints. The problem constraints define if an
instruction will or not be executed but do not affect
the violation equation of the objectives. The
individuals which have objective values under a
pre-defined upper limit are better ranked. Results from
five scenarios showed that the proposed model was able
to significantly increase the percentage of runs with
acceptable solutions, achieving success ratio of
100percent in 3 cases and over 70percent in 2 other
ones. They also show that the Pareto front of these
accepted runs contains a set of non-dominated solutions
that could be analysed by the decision maker for his a
posteriori decision.",
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notes = "Also known as \cite{3208291} GECCO-2018 A
Recombination of the 27th International Conference on
Genetic Algorithms (ICGA-2018) and the 23rd Annual
Genetic Programming Conference (GP-2018)",
- }
Genetic Programming entries for
Cristiane Salgado Pereira
Douglas Mota Dias
Marley Maria Bernardes Rebuzzi Vellasco
Francisco Henrique F Viana
Luis Marti
Citations