Controlling interactive evolution of 8-bit melodies with genetic programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @Article{Kaliakatsos-Papakostas:2012:SC,
-
author = "Maximos A. Kaliakatsos-Papakostas and
Michael G. Epitropakis and Andreas Floros and
Michael N. Vrahatis",
-
title = "Controlling interactive evolution of 8-bit melodies
with genetic programming",
-
journal = "Soft Computing - A Fusion of Foundations,
Methodologies and Applications",
-
year = "2012",
-
volume = "16",
-
number = "12",
-
pages = "1997--2008",
-
month = dec,
-
publisher = "Springer-Verlag",
-
keywords = "genetic algorithms, genetic programming, Interactive
evolution, Music composition, Sound synthesis,
Fitness-adaptive genetic operators",
-
ISSN = "1432-7643",
-
DOI = "doi:10.1007/s00500-012-0872-y",
-
language = "English",
-
size = "12 pages",
-
abstract = "Automatic music composition and sound synthesis is a
field of study that gains continuously increasing
attention. The introduction of evolutionary computation
has further boosted the research towards exploring ways
to incorporate human supervision and guidance in the
automatic evolution of melodies and sounds. This kind
of human-machine interaction belongs to a larger
methodological context called interactive evolution
(IE). For the automatic creation of art and especially
for music synthesis, user fatigue requires that the
evolutionary process produces interesting content that
evolves fast. This paper addresses this issue by
presenting an IE system that evolves melodies using
genetic programming (GP). A modification of the GP
operators is proposed that allows the user to have
control on the randomness of the evolutionary process.
The results obtained by subjective tests indicate that
the use of the proposed genetic operators drives the
evolution to more user-preferable sounds.",
- }
Genetic Programming entries for
Maximos A Kaliakatsos-Papakostas
Michael G Epitropakis
Andreas Floros
Michael N Vrahatis
Citations