Combining evolutionary computation with the variable neighbourhood search in creating an artificial music composer
نویسندگان
چکیده
منابع مشابه
Evolutionary Music Composer
In this paper, an autonomous intelligent music composition tool was developed using Genetic Algorithms. The research has been structured into two phases, each of which builds upon the previous one. The first phase of the project was to develop more sophisticated fitness measures for the genetic algorithm, with the goal of applying data compression techniques to identify musically sound patterns...
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This paper describes a compositional, extensible framework for music composition and a user study to systematically evaluate its core components. These components include a graph traversal-based chord sequence generator, a search-based melody generator and a pattern-based accompaniment generator. An important contribution of this paper is the melody generator which uses a novel evolutionary tec...
متن کاملConstraint Directed Variable Neighbourhood Search
Local search algorithms operate by making small changes to candidate solutions with the aim of reaching new and improved solutions. The problem is that often the search will become trapped at sub optimal states from where there are no improving neighbours. Much research has gone into creating schemes to avoid these local optima and various strategies exist mainly based around altering the accep...
متن کاملMusic Composition with Interactive Evolutionary Computation
The interactive evolutionary computation (IEC), i.e., an evolutionary computation whose fitness function is provided by users, has been applied to aesthetic areas, such as art, design and music. We cannot always define fitness functions explicitly in these areas. With IEC, however, the user's implicit preference can be embedded into the optimization system. This paper describes a new approach t...
متن کاملInteractive Music Composition with Evolutionary Computation
This article presents an interactive music composition system which utilizes the black-box optimization model of evolutionary computation. The core CFE framework—Composition, Feedback, and Evolution—is presented and described. The music composition system produces short, manageable pieces of music by interacting with users. The essential features of the system include the capability of creating...
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ژورنال
عنوان ژورنال: Connection Science
سال: 2019
ISSN: 0954-0091,1360-0494
DOI: 10.1080/09540091.2019.1603200