EVOC: A Music Generating System using Genetic Algorithms
نویسندگان
چکیده
In this work, we present a Genetic A lgor i thm (GA) system "Evolu t ionary Counterpoint" (EVOC) that generates contrapuntal music. Counterpoint is the construct ion of a musical piece by superimposing mul t ip le melodies, ind i rectly fo rming an under ly ing harmonic structure. Here, we include a descript ion of the underly ing a lgor i thm, fitness funct ion, and overal l system modules.
منابع مشابه
Designing Stochastic Cell Formation Problem Using Queuing Theory
This paper presents a new nonlinear mathematical model to solve a cell formation problem which assumes that processing time and inter-arrival time of parts are random variables. In this research, cells are defined as a queue system which will be optimized via queuing theory. In this queue system, each machine is assumed as a server and each part as a customer. The grouping of machines and parts...
متن کاملMULTICRITERION SYNTHESIS OF INTELLIGENT CONTROL SYSTEMS OF GENERATING UNIT OF NUCLEAR POWER STATION
The paper is devoted to solution of some problems in nuclear power station generating unit intellectual control systems using genetic algorithms on the basis of control system model development, optimizations methods of their direct quality indices and improved integral quadratic estimates. Some mathematical vector models were obtained for control system multicriterion quality indices with due ...
متن کاملGenetic Algorithms as a Model of Musical Creativity - on Generating of a Human-Like Rhythmic Accompaniment
This article introduces a genetic algorithm based system intended for automated generating of a realistic rhythmic (drum set) accompaniment. Present systems do not insist on the natural music criteria and realistic (human-like) result. They generate a rhythmic accompaniment regardless to the other instruments used. The fitness operators are mostly based on manual evaluation by user. The system ...
متن کاملComposing Music Using Genetic Algorithms
In this paper, we describe the use of genetic algorithms in composing original music in an evolutionary fashion. We also discuss plans to use the music in smart houses and in music therapy. The music is evolved starting with any given subset of the twelve musical notes. The compositions grow in duration with every generation. In the current version of the software, the fitness of any generation...
متن کاملGenerating Optimal Timetabling for Lecturers using Hybrid Fuzzy and Clustering Algorithms
UCTTP is a NP-hard problem, which must be performed for each semester frequently. The major technique in the presented approach would be analyzing data to resolve uncertainties of lecturers’ preferences and constraints within a department in order to obtain a ranking for each lecturer based on their requirements within a department where it is attempted to increase their satisfaction and develo...
متن کامل