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Dynamic Techniques for Genetic Algorithm-Based Music Systems

机译:基于遗传算法的音乐系统的动态技术

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摘要

Genetic algorithms (GAs) are widely used in the worlds of computer music and art. These algorithms are well suited to problems in which a search for an optimal candidate encounters maxima within a complex landscape defined by aesthetics. In such cases, which otten are ill conditioned, optimization is not always of primary importance, as software developers and musicians appear to be more interested in exploration. This article highlights the primary deficiencies within this special relationship between creativity problems and GAs.
机译:遗传算法(GA)广泛用于计算机音乐和艺术领域。这些算法非常适用于在美学定义的复杂环境中寻找最佳候选者时遇到最大值的问题。在这种情况下,水獭处于病态,优化并不总是最重要的,因为软件开发人员和音乐家似乎对探索更感兴趣。本文重点介绍了创造力问题与GA之间这种特殊关系中的主要缺陷。

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  • 来源
    《Computer Music Journal》 |2009年第3期|45-60|共16页
  • 作者单位

    Department of Informatics and Computer Science University College Dublin, Belfield Campus Dublin 4, Ireland;

    Department of Informatics and Computer Science University College Dublin, Belfield Campus Dublin 4, Ireland;

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  • 正文语种 eng
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