Evolving Music Generation with SOM-fitness Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{phon-amnuaisuk:evows07,

• author = "Somnuk Phon-Amnuaisuk and Edwin Hui Hean Law and Chin Kuan Ho",
• title = "Evolving Music Generation with SOM-fitness Genetic Programming",
• booktitle = "Applications of Evolutionary Computing, EvoWorkshops2007: {EvoCOMNET}, {EvoFIN}, {EvoIASP}, {EvoInteraction}, {EvoMUSART}, {EvoSTOC}, {EvoTransLog}",
• year = "2007",
• month = "11-13 " # apr,
• editor = "Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni A. {Di Caro} and Rolf Drechsler and Muddassar Farooq and Andreas Fink and Evelyne Lutton and Penousal Machado and Stefan Minner and Michael O'Neill and Juan Romero and Franz Rothlauf and Giovanni Squillero and Hideyuki Takagi and A. Sima Uyar and Shengxiang Yang",
• series = "LNCS",
• volume = "4448",
• publisher = "Springer Verlag",
• address = "Valencia, Spain",
• pages = "557--566",
• keywords = "genetic algorithms, genetic programming, Self-Organising Features Map, Automatic Music generation",
• isbn13 = "978-3-540-71804-8",
• DOI = "doi:10.1007/978-3-540-71805-5_61",
• abstract = "Most real life applications have huge search spaces. Evolutionary Computation provides an advantage in the form of parallel explorations of many parts of the search space. In this report, Genetic Programming is the technique we used to search for good melodic fragments. It is generally accepted that knowledge is a crucial factor to guide search. Here, we show that SOM can be used to facilitate the encoding of domain knowledge into the system. The SOM was trained with music of desired quality and was used as fitness functions. In this work, we are not interested in music with complex rules but with simple music employed in computer games. We argue that this technique provides a flexible and adaptive means to capture the domain knowledge in the system.",
• notes = "EvoWorkshops2007",

}

Genetic Programming entries for Somnuk Phon-Amnuaisuk Edwin Hui Hean Law Chin Kuan Ho

Citations