A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems

Eneko Osaba; Roberto Carballedo; Fernando Diaz; Enrique Onieva; Asier Perallos

doi:10.1007/978-3-319-07995-0_4

A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems

Eneko Osaba
, Roberto Carballedo
, Fernando Diaz
, Enrique Onieva
, Asier Perallos

University of Deusto

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

3 Citas (Scopus)

Resumen

Researchers who investigate in any field related to computational algorithms (defining new algorithms or improving existing ones) find large difficulties when evaluating their work. Comparisons among different scientific works in this area is often difficult, due to the ambiguity or lack of detail in the presentation of the work or its results. In many cases, a replication of the work done by others is required, which means a waste of time and a delay in the research advances. After suffering this problem in many occasions, a simple procedure has been developed to use in the presentation of techniques and its results in the field of routing problems. In this paper this procedure is described in detail, and all the good practices to follow are introduced step by step. Although these good practices can be applied for any type of combinatorial optimization problem, the literature of this study is focused in routing problems. This field has been chosen due to its importance in the real world, and its great relevance in the literature.

Idioma original	Inglés
Título de la publicación alojada	International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings
Editores	Fanny Klett, Ajith Abraham, Álvaro Herrero, Bruno Baruque, André C.P.L.F. de Carvalho, Héctor Quintián, Emilio Corchado, Héctor Quintián, José Gaviria de la Puerta, Iván García Ferreira, Pablo García Bringas
Editorial	Springer Verlag
Páginas	31-40
Número de páginas	10
ISBN (versión digital)	9783319079943
DOI	https://doi.org/10.1007/978-3-319-07995-0_4
Estado	Publicada - 2014
Publicado de forma externa	Sí
Evento	International Joint Conference on 9th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2014 with 7th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2014 and 5th International Conference on EUropean Transnational Education, ICEUTE 2014 - Bilbao, Espana Duración: 25 jun 2014 → 27 jun 2014

Serie de la publicación

Nombre	Advances in Intelligent Systems and Computing
Volumen	299
ISSN (versión impresa)	2194-5357

Conferencia

Conferencia	International Joint Conference on 9th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2014 with 7th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2014 and 5th International Conference on EUropean Transnational Education, ICEUTE 2014
País/Territorio	Espana
Ciudad	Bilbao
Período	25/06/14 → 27/06/14

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 11: Ciudades y comunidades sostenibles

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10.1007/978-3-319-07995-0_4

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Osaba, E., Carballedo, R., Diaz, F., Onieva, E., & Perallos, A. (2014). A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems. En F. Klett, A. Abraham, Á. Herrero, B. Baruque, A. C. P. L. F. de Carvalho, H. Quintián, E. Corchado, H. Quintián, J. G. de la Puerta, I. G. Ferreira, & P. G. Bringas (Eds.), International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings (pp. 31-40). (Advances in Intelligent Systems and Computing; Vol. 299). Springer Verlag. https://doi.org/10.1007/978-3-319-07995-0_4

Osaba, Eneko ; Carballedo, Roberto ; Diaz, Fernando et al. / A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems. International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings. editor / Fanny Klett ; Ajith Abraham ; Álvaro Herrero ; Bruno Baruque ; André C.P.L.F. de Carvalho ; Héctor Quintián ; Emilio Corchado ; Héctor Quintián ; José Gaviria de la Puerta ; Iván García Ferreira ; Pablo García Bringas. Springer Verlag, 2014. pp. 31-40 (Advances in Intelligent Systems and Computing).

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title = "A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems",

abstract = "Researchers who investigate in any field related to computational algorithms (defining new algorithms or improving existing ones) find large difficulties when evaluating their work. Comparisons among different scientific works in this area is often difficult, due to the ambiguity or lack of detail in the presentation of the work or its results. In many cases, a replication of the work done by others is required, which means a waste of time and a delay in the research advances. After suffering this problem in many occasions, a simple procedure has been developed to use in the presentation of techniques and its results in the field of routing problems. In this paper this procedure is described in detail, and all the good practices to follow are introduced step by step. Although these good practices can be applied for any type of combinatorial optimization problem, the literature of this study is focused in routing problems. This field has been chosen due to its importance in the real world, and its great relevance in the literature.",

keywords = "Combinatorial optimization, Good practice proposal, Intelligent transportation systems, Meta-heuristics, Routing problems",

author = "Eneko Osaba and Roberto Carballedo and Fernando Diaz and Enrique Onieva and Asier Perallos",

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Osaba, E, Carballedo, R, Diaz, F, Onieva, E & Perallos, A 2014, A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems. En F Klett, A Abraham, Á Herrero, B Baruque, ACPLF de Carvalho, H Quintián, E Corchado, H Quintián, JG de la Puerta, IG Ferreira & PG Bringas (eds.), International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings. Advances in Intelligent Systems and Computing, vol. 299, Springer Verlag, pp. 31-40, International Joint Conference on 9th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2014 with 7th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2014 and 5th International Conference on EUropean Transnational Education, ICEUTE 2014, Bilbao, Espana, 25/06/14. https://doi.org/10.1007/978-3-319-07995-0_4

A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems. / Osaba, Eneko; Carballedo, Roberto; Diaz, Fernando et al.
International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings. ed. / Fanny Klett; Ajith Abraham; Álvaro Herrero; Bruno Baruque; André C.P.L.F. de Carvalho; Héctor Quintián; Emilio Corchado; Héctor Quintián; José Gaviria de la Puerta; Iván García Ferreira; Pablo García Bringas. Springer Verlag, 2014. p. 31-40 (Advances in Intelligent Systems and Computing; Vol. 299).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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T1 - A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems

AU - Osaba, Eneko

AU - Carballedo, Roberto

AU - Diaz, Fernando

AU - Onieva, Enrique

AU - Perallos, Asier

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2014.

PY - 2014

Y1 - 2014

N2 - Researchers who investigate in any field related to computational algorithms (defining new algorithms or improving existing ones) find large difficulties when evaluating their work. Comparisons among different scientific works in this area is often difficult, due to the ambiguity or lack of detail in the presentation of the work or its results. In many cases, a replication of the work done by others is required, which means a waste of time and a delay in the research advances. After suffering this problem in many occasions, a simple procedure has been developed to use in the presentation of techniques and its results in the field of routing problems. In this paper this procedure is described in detail, and all the good practices to follow are introduced step by step. Although these good practices can be applied for any type of combinatorial optimization problem, the literature of this study is focused in routing problems. This field has been chosen due to its importance in the real world, and its great relevance in the literature.

AB - Researchers who investigate in any field related to computational algorithms (defining new algorithms or improving existing ones) find large difficulties when evaluating their work. Comparisons among different scientific works in this area is often difficult, due to the ambiguity or lack of detail in the presentation of the work or its results. In many cases, a replication of the work done by others is required, which means a waste of time and a delay in the research advances. After suffering this problem in many occasions, a simple procedure has been developed to use in the presentation of techniques and its results in the field of routing problems. In this paper this procedure is described in detail, and all the good practices to follow are introduced step by step. Although these good practices can be applied for any type of combinatorial optimization problem, the literature of this study is focused in routing problems. This field has been chosen due to its importance in the real world, and its great relevance in the literature.

KW - Combinatorial optimization

KW - Good practice proposal

KW - Intelligent transportation systems

KW - Meta-heuristics

KW - Routing problems

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DO - 10.1007/978-3-319-07995-0_4

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AN - SCOPUS:84927711205

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PB - Springer Verlag

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Osaba E, Carballedo R, Diaz F, Onieva E, Perallos A. A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems. En Klett F, Abraham A, Herrero Á, Baruque B, de Carvalho ACPLF, Quintián H, Corchado E, Quintián H, de la Puerta JG, Ferreira IG, Bringas PG, editores, International Joint Conference SOCO 2014 - CISIS 2014 - ICEUTE 2014, Proceedings. Springer Verlag. 2014. p. 31-40. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-07995-0_4

A proposal of good practice in the formulation and comparison of meta-heuristics for solving routing problems

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