Quantum computing for swarm robotics: a local-to-global approach.

IF 4.3 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Maria Mannone, Valeria Seidita, Antonio Chella
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引用次数: 0

Abstract

Quantum computing is a branch of computer science derived from the fundamental laws of quantum mechanics, such as state superposition, multi-value logic and destructive measure. An open challenge in itself is to re-think in quantum terms classic problems and solving techniques. Another nature-inspired field is the development of swarm-based robotic applications, where the challenge is catching the fundamental laws governing swarm dynamics, such as pattern formation and target reaching. Here, we review some recent approaches on swarm dynamics, the organizational rules of which are formalized according to quantum computing. In this way, the shades of probability in decision-making for multiple-robot systems can be expressed according to the multi-value logic underlying quantum computing. In our review, specific quantum circuits are sketched to give an idea of how these problems have been faced in computational terms. The article is enriched by references to sonification, a strategy adding one more sensory dimension to data representation, a human-friendly tool to navigate the complexity of swarm-robotic movements in a given arena.This article is part of the theme issue 'The road forward with swarm systems'.

群体机器人的量子计算:局部到全局的方法。
量子计算是由态叠加、多值逻辑和破坏性测度等量子力学基本定律衍生而来的计算机科学的一个分支。一个公开的挑战本身就是在量子术语中重新思考经典问题和解决技术。另一个受自然启发的领域是基于群体的机器人应用程序的开发,其中的挑战是捕捉控制群体动力学的基本定律,例如模式形成和目标到达。在这里,我们回顾了最近一些关于群体动力学的方法,这些方法的组织规则是根据量子计算形式化的。这样,多机器人系统决策中的概率阴影就可以根据量子计算的多值逻辑来表达。在我们的回顾中,具体的量子电路的草图给出了如何在计算方面面对这些问题的想法。这篇文章丰富了对声音化的引用,声音化是一种为数据表示增加一个感官维度的策略,是一种人类友好的工具,可以在给定的舞台上驾驭复杂的群体机器人运动。本文是“群系统的前进之路”主题的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.30
自引率
2.00%
发文量
367
审稿时长
3 months
期刊介绍: Continuing its long history of influential scientific publishing, Philosophical Transactions A publishes high-quality theme issues on topics of current importance and general interest within the physical, mathematical and engineering sciences, guest-edited by leading authorities and comprising new research, reviews and opinions from prominent researchers.
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