Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game

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General awareness of the potential of mathematics to support sports decision making has been raised by the movie "Moneyball" through its portrayal of a real professional American baseball club that used mathematical tools to improve team performance. This article addresses the same challen...

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Autores principales:	Bonomo, Flavia, Durán, Guillermo A., Marenco, Javier Leonardo
Publicado:	2014
Materias:	Fantasy sport game Mathematical programming Soccer Sports analytics Decision making Tools Mathematical programming models Mathematical tools Priori model Team performance Virtual team SportS
Acceso en línea:	https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_09696016_v21_n3_p399_Bonomo http://hdl.handle.net/20.500.12110/paper_09696016_v21_n3_p399_Bonomo
Aporte de:	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

id	paper:paper_09696016_v21_n3_p399_Bonomo
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spelling	paper:paper_09696016_v21_n3_p399_Bonomo2023-06-08T15:59:02Z Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game Bonomo, Flavia Durán, Guillermo A. Marenco, Javier Leonardo Fantasy sport game Mathematical programming Soccer Sports analytics Decision making Mathematical programming Tools Fantasy sport game Mathematical programming models Mathematical tools Priori model Soccer Sports analytics Team performance Virtual team SportS General awareness of the potential of mathematics to support sports decision making has been raised by the movie "Moneyball" through its portrayal of a real professional American baseball club that used mathematical tools to improve team performance. This article addresses the same challenge using as a test case a fantasy sport game organized by an Argentinian newspaper. Two mathematical programming models are presented that act as virtual coaches that choose a virtual team lineup for each round of the real Argentinian soccer league. The a priori design creates a competitive team for the game, while the a posteriori model determines what would have been its optimal lineup once the season is over and all the results are known. The a priori model was entered in the fantasy game, achieving results that positioned it among the highest scoring participants. Further development of such models would provide useful tools for supporting decision making by coaches or managers of real sports. © 2013 International Federation of Operational Research Societies Published by John Wiley & Sons Ltd, 9600 Garsington Road, Oxford, OX4 2DQ, UK and 350 Main St, Malden, MA02148, USA. Fil:Bonomo, F. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. Fil:Durán, G. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. Fil:Marenco, J. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina. 2014 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_09696016_v21_n3_p399_Bonomo http://hdl.handle.net/20.500.12110/paper_09696016_v21_n3_p399_Bonomo
institution	Universidad de Buenos Aires
institution_str	I-28
repository_str	R-134
collection	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic	Fantasy sport game Mathematical programming Soccer Sports analytics Decision making Mathematical programming Tools Fantasy sport game Mathematical programming models Mathematical tools Priori model Soccer Sports analytics Team performance Virtual team SportS
spellingShingle	Fantasy sport game Mathematical programming Soccer Sports analytics Decision making Mathematical programming Tools Fantasy sport game Mathematical programming models Mathematical tools Priori model Soccer Sports analytics Team performance Virtual team SportS Bonomo, Flavia Durán, Guillermo A. Marenco, Javier Leonardo Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game
topic_facet	Fantasy sport game Mathematical programming Soccer Sports analytics Decision making Mathematical programming Tools Fantasy sport game Mathematical programming models Mathematical tools Priori model Soccer Sports analytics Team performance Virtual team SportS
description	General awareness of the potential of mathematics to support sports decision making has been raised by the movie "Moneyball" through its portrayal of a real professional American baseball club that used mathematical tools to improve team performance. This article addresses the same challenge using as a test case a fantasy sport game organized by an Argentinian newspaper. Two mathematical programming models are presented that act as virtual coaches that choose a virtual team lineup for each round of the real Argentinian soccer league. The a priori design creates a competitive team for the game, while the a posteriori model determines what would have been its optimal lineup once the season is over and all the results are known. The a priori model was entered in the fantasy game, achieving results that positioned it among the highest scoring participants. Further development of such models would provide useful tools for supporting decision making by coaches or managers of real sports. © 2013 International Federation of Operational Research Societies Published by John Wiley & Sons Ltd, 9600 Garsington Road, Oxford, OX4 2DQ, UK and 350 Main St, Malden, MA02148, USA.
author	Bonomo, Flavia Durán, Guillermo A. Marenco, Javier Leonardo
author_facet	Bonomo, Flavia Durán, Guillermo A. Marenco, Javier Leonardo
author_sort	Bonomo, Flavia
title	Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game
title_short	Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game
title_full	Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game
title_fullStr	Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game
title_full_unstemmed	Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game
title_sort	mathematical programming as a tool for virtual soccer coaches: a case study of a fantasy sport game
publishDate	2014
url	https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_09696016_v21_n3_p399_Bonomo http://hdl.handle.net/20.500.12110/paper_09696016_v21_n3_p399_Bonomo
work_keys_str_mv	AT bonomoflavia mathematicalprogrammingasatoolforvirtualsoccercoachesacasestudyofafantasysportgame AT duranguillermoa mathematicalprogrammingasatoolforvirtualsoccercoachesacasestudyofafantasysportgame AT marencojavierleonardo mathematicalprogrammingasatoolforvirtualsoccercoachesacasestudyofafantasysportgame
_version_	1768542091540955136

Mathematical programming as a tool for virtual soccer coaches: A case study of a fantasy sport game

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