Publication details

(R)evoluční hudba: genetické algoritmy, multiagentní systém a hudební kompozice

Title in English (R)evolutionary music: genetic algorithms, multiagent system and musical composition
Authors

KVAK Daniel

Year of publication 2020
Type Article in Periodical
Magazine / Source JAMUsica
MU Faculty or unit

Faculty of Arts

Citation
Web https://jamusica.jamu.cz/?p=764
Keywords Evolutionary music, evolutionary musicology, multiagent system, genetic algorithms, fitness
Description Genetic algorithms are heuristic approaches that mimic the principles of evolutionary biology to find the optimal solution in a complex environment. The dynamics of these methods in conjunction with the high imitation capability of multiagent systems create a powerful computational paradigm that finds its use primarily in creative fields. This paper deals with the practical implementation of optimization methods for generating melodies and reveals the mechanisms of the selective process.