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Time and Space Complexity of P Systems - And Why They Matter

机译:P系统的时空复杂性及其重要性

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Computational complexity theory allows one to investigate the amount of resources (usually, time and/or space) which are needed to solve a given computational problem. Indeed, since the appearance of P systems several computational complexity techniques have been applied to study their computational power and efficiency. In this paper, starting from some results which have been obtained in the last few years by the group of Membrane Computing at the University of Milan-Bicocca (also known as the "Milano Team"), sometimes in collaboration with colleagues from the Membrane Computing community, Ⅰ will make some observations on what is the relevance (in my opinion) of time and space complexity theory for P systems. Speaking about the results, Ⅰ will focus in particular on the ideas lying behind them, without delving into technical details. Ⅰ will also comment on the importance of these results for applications, such as modelling complex systems and implementing decentralized applications. Ⅰ will finally conclude with some (somewhat provocative) connections with other Computer Science subjects, related with Cryptography, Computer and Network Security, and Decentralized Applications.
机译:计算复杂性理论允许人们研究解决给定计算问题所需的资源量(通常是时间和/或空间)。实际上,自从P系统出现以来,已经应用了几种计算复杂度技术来研究其计算能力和效率。本文从米兰比可卡大学的膜计算小组(也称为“米兰团队”)最近几年获得的一些结果开始,有时是与膜计算的同事合作社区,我将对时间和空间复杂性理论与P系统的相关性(在我看来)进行一些观察。在谈到结果时,Ⅰ将特别关注其背后的想法,而无需研究技术细节。我还将评论这些结果对应用程序的重要性,例如对复杂系统进行建模和实施分散式应用程序。最后,我将与其他计算机科学学科(与密码学,计算机和网络安全以及分散式应用程序相关)建立某种(有点挑衅)联系。

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