INTELLIGENT MUSIC COMPOSITION USING GENETIC ALGORITHM BASED ON MOTIF UNIFORM MUTATION

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NASSIRI MOFAKHAM FARIA; ROGHANIZADEH RAZIE

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Paper Information

Journal: COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING) Year:2015 | Volume:5 | Issue:4 Page(s): 85-102

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Information Journal Paper

Title

INTELLIGENT MUSIC COMPOSITION USING GENETIC ALGORITHM BASED ON MOTIF UNIFORM MUTATION

Author(s)

NASSIRI MOFAKHAM FARIA | ROGHANIZADEH RAZIE | Issue Writer Certificate

Keywords

ARTIFICIAL INTELLIGENCEQ2

CHORDSQ2

GENETIC ALGORITHMSQ1

LINDENMAYER SYSTEMSQ2

MARKOV CHAINQ2

MUSIC COMPOSITIONQ2

Abstract

Nowadays, fields of music and ARTIFICIAL INTELLIGENCE are closer together through research in both areas. MUSIC COMPOSITION using ARTIFICIAL INTELLIGENCE (AI) solutions has created a challenging research area. Automatic MUSIC COMPOSITION will not only help researchers understand human’s musical thinking, but also helps composers and musicians improve music theory significantly by using the computing power of computers. In this study, an automatic MUSIC COMPOSITION is presented. The system is implemented by using MARKOV CHAIN and LINDENMAYER SYSTEMS as well as genetic algorithm. Fitness evaluation of the generated music is achord-based. The evaluations show the fast evolution of the results by genetic algorithm using uniform mutation. Creativity in MUSIC COMPOSITION is beyond the present borders of AI and much work is still ahead in this field.

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APA: Copy

NASSIRI MOFAKHAM, FARIA, & ROGHANIZADEH, RAZIE. (2015). INTELLIGENT MUSIC COMPOSITION USING GENETIC ALGORITHM BASED ON MOTIF UNIFORM MUTATION. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), 5(4), 85-102. SID. https://sid.ir/paper/203117/en

Vancouver: Copy

NASSIRI MOFAKHAM FARIA, ROGHANIZADEH RAZIE. INTELLIGENT MUSIC COMPOSITION USING GENETIC ALGORITHM BASED ON MOTIF UNIFORM MUTATION. COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING)[Internet]. 2015;5(4):85-102. Available from: https://sid.ir/paper/203117/en

IEEE: Copy

FARIA NASSIRI MOFAKHAM, and RAZIE ROGHANIZADEH, “INTELLIGENT MUSIC COMPOSITION USING GENETIC ALGORITHM BASED ON MOTIF UNIFORM MUTATION,” COMPUTATIONAL INTELLIGENCE IN ELECTRICAL ENGINEERING (INTELLIGENT SYSTEMS IN ELECTRICAL ENGINEERING), vol. 5, no. 4, pp. 85–102, 2015, [Online]. Available: https://sid.ir/paper/203117/en

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