Published November 30, 2015
| Version v1
Journal article
Open
Symbolic regression as a computer-aided music tool for analysis and composition
Description
The paper presents a new OpenMusic library that implements a Genetic Programming method of Symbolic Regression on sets of input data-points and seeks for a Common Lisp function (S-expression) that can be used either to create mathematical models that could potentially help to understand the mathe- matical behavior of the input data or to generate parameters in computer-aided composition. Stressing that a number of issues must still be addressed to im- prove the proposed library, the paper presents some of the strategies to do this and to make Symbolic Regression a practical tool in computer-assisted music composition and analysis.
Files
19112135_Symbolic_regression_as_a_computer-aided.pdf
Files
(412.6 kB)
Name | Size | Download all |
---|---|---|
md5:b2460d1d0b99fd0c15c262abe0ac7580
|
412.6 kB | Preview Download |