论文标题

使用量子退火的音乐组成

Music Composition Using Quantum Annealing

论文作者

Arya, Ashish, Botelho, Ludmila, Cañete, Fabiola, Kapadia, Dhruvi, Salehi, Özlem

论文摘要

随着量子计算机的出现,已经启动了一个新的算法音乐组成领域。以前的绝大多数工作都集中在使用基于门的量子计算机的音乐发电上。一种计算的替代模型是绝热量子计算(AQC),并且在AQC框架内运行的量子退火算法是解决优化问题的有前途方法。在本章中,我们使用量子退火奠定了音乐构图的基础。我们将音乐构图的过程作为优化问题。我们描述了产生音乐不同方面所需的基本方法,包括旋律,节奏和和谐。通过示例说明了讨论的技术以减轻理解。使用D-Wave量子退火器生成的音乐是同类的第一个例子之一,并在本章的范围内呈现。该文本是一章未经编辑的预发行版,该版本将出现在“量子计算机音乐”一书中,Miranda,E。R.(编辑)。

With the emergence of quantum computers, a new field of algorithmic music composition has been initiated. The vast majority of previous work focuses on music generation using gate-based quantum computers. An alternative model of computation is adiabatic quantum computing (AQC), and a heuristic algorithm known as quantum annealing running in the framework of AQC is a promising method for solving optimization problems. In this chapter, we lay the groundwork of music composition using quantum annealing. We approach the process of music composition as an optimization problem. We describe the fundamental methodologies needed for generating different aspects of music including melody, rhythm, and harmony. The discussed techniques are illustrated through examples to ease the understanding. The music pieces generated using D-Wave quantum annealers are among the first examples of their kind and presented within the scope of the chapter. The text is an unedited pre-publication version of a chapter which will appear in the book "Quantum Computer Music", Miranda, E. R. (Editor).

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