Artificial musical pattern generation with genetic algorithms

Francisco Vílchez Vargas; Jose Astuvilca Fuster; César Beltrán Castañón

doi:10.1109/LA-CCI.2015.7435956

Artificial musical pattern generation with genetic algorithms

Francisco Vílchez Vargas, Jose Astuvilca Fuster, César Beltrán Castañón

Pontifical Catholic Univ. of Peru

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Scopus citations

Abstract

This paper describes an implementation for generating artificial musical patterns using genetic algorithms. The proposed algorithm considers the musical theory and the use of smart operators for creating new melodies. We focused on creating jazz music and play it with a rhythmic accompaniment, so that we can get educational uses from it. The results are available in the next link: https://soundcloud.com/euricide.

Original language	English
Title of host publication	2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015
Editors	Marley M. B. R. Vellasco, Yvan J. Tupac Valdivia, Heitor Silverio Lopes
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781467384186
DOIs	https://doi.org/10.1109/LA-CCI.2015.7435956
State	Published - 17 Mar 2016
Event	2nd Latin-America Congress on Computational Intelligence, LA-CCI 2015 - Curitiba, Brazil Duration: 13 Oct 2015 → 16 Oct 2015

Publication series

Name	2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015

Conference

Conference	2nd Latin-America Congress on Computational Intelligence, LA-CCI 2015
Country/Territory	Brazil
City	Curitiba
Period	13/10/15 → 16/10/15

Keywords

Algorithm Composing
Combinatorial optimization
Genetic Algorithms

Access to Document

10.1109/LA-CCI.2015.7435956

Cite this

Vargas, F. V., Fuster, J. A., & Castañón, C. B. (2016). Artificial musical pattern generation with genetic algorithms. In M. M. B. R. Vellasco, Y. J. Tupac Valdivia, & H. S. Lopes (Eds.), 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015 Article 7435956 (2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/LA-CCI.2015.7435956

Vargas, Francisco Vílchez ; Fuster, Jose Astuvilca ; Castañón, César Beltrán. / Artificial musical pattern generation with genetic algorithms. 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015. editor / Marley M. B. R. Vellasco ; Yvan J. Tupac Valdivia ; Heitor Silverio Lopes. Institute of Electrical and Electronics Engineers Inc., 2016. (2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015).

@inproceedings{85e09a96e7424d6a9c69bb9c356d758f,

title = "Artificial musical pattern generation with genetic algorithms",

abstract = "This paper describes an implementation for generating artificial musical patterns using genetic algorithms. The proposed algorithm considers the musical theory and the use of smart operators for creating new melodies. We focused on creating jazz music and play it with a rhythmic accompaniment, so that we can get educational uses from it. The results are available in the next link: https://soundcloud.com/euricide.",

keywords = "Algorithm Composing, Combinatorial optimization, Genetic Algorithms",

author = "Vargas, {Francisco V{\'i}lchez} and Fuster, {Jose Astuvilca} and Casta{\~n}{\'o}n, {C{\'e}sar Beltr{\'a}n}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 2nd Latin-America Congress on Computational Intelligence, LA-CCI 2015 ; Conference date: 13-10-2015 Through 16-10-2015",

year = "2016",

month = mar,

day = "17",

doi = "10.1109/LA-CCI.2015.7435956",

language = "English",

series = "2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Vellasco, {Marley M. B. R.} and {Tupac Valdivia}, {Yvan J.} and Lopes, {Heitor Silverio}",

booktitle = "2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015",

}

Vargas, FV, Fuster, JA & Castañón, CB 2016, Artificial musical pattern generation with genetic algorithms. in MMBR Vellasco, YJ Tupac Valdivia & HS Lopes (eds), 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015., 7435956, 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015, Institute of Electrical and Electronics Engineers Inc., 2nd Latin-America Congress on Computational Intelligence, LA-CCI 2015, Curitiba, Brazil, 13/10/15. https://doi.org/10.1109/LA-CCI.2015.7435956

Artificial musical pattern generation with genetic algorithms. / Vargas, Francisco Vílchez; Fuster, Jose Astuvilca; Castañón, César Beltrán.
2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015. ed. / Marley M. B. R. Vellasco; Yvan J. Tupac Valdivia; Heitor Silverio Lopes. Institute of Electrical and Electronics Engineers Inc., 2016. 7435956 (2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Castañón, César Beltrán

PY - 2016/3/17

Y1 - 2016/3/17

N2 - This paper describes an implementation for generating artificial musical patterns using genetic algorithms. The proposed algorithm considers the musical theory and the use of smart operators for creating new melodies. We focused on creating jazz music and play it with a rhythmic accompaniment, so that we can get educational uses from it. The results are available in the next link: https://soundcloud.com/euricide.

AB - This paper describes an implementation for generating artificial musical patterns using genetic algorithms. The proposed algorithm considers the musical theory and the use of smart operators for creating new melodies. We focused on creating jazz music and play it with a rhythmic accompaniment, so that we can get educational uses from it. The results are available in the next link: https://soundcloud.com/euricide.

KW - Algorithm Composing

KW - Combinatorial optimization

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DO - 10.1109/LA-CCI.2015.7435956

M3 - Conference contribution

AN - SCOPUS:84969718892

T3 - 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015

BT - 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015

A2 - Vellasco, Marley M. B. R.

A2 - Tupac Valdivia, Yvan J.

A2 - Lopes, Heitor Silverio

PB - Institute of Electrical and Electronics Engineers Inc.

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Vargas FV, Fuster JA, Castañón CB. Artificial musical pattern generation with genetic algorithms. In Vellasco MMBR, Tupac Valdivia YJ, Lopes HS, editors, 2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015. Institute of Electrical and Electronics Engineers Inc. 2016. 7435956. (2015 Latin-America Congress on Computational Intelligence, LA-CCI 2015). doi: 10.1109/LA-CCI.2015.7435956

Artificial musical pattern generation with genetic algorithms

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