A survey of size counting in population protocols

A survey of size counting in population protocols
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人口方案中规模计数的调查

DOI:
10.1016/j.tcs.2021.08.038
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发表时间:
2021
影响因子:
1.1
通讯作者:
Eftekhari, Mahsa
Eftekhari, Mahsa
中科院分区:
计算机科学4区
文献类型:
--
作者:
Doty, David;Eftekhari, Mahsa

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人口协议模型描述了一个由n个匿名代理组成的网络,这些代理无法控制与谁交互。代理集体通过随机的两两交互解决计算问题,每个代理更新自己的状态以响应看到其他代理的状态。居群协议相当于化学反应网络模型,描述的是A+ B→C+ D等抽象的化学反应,其中C+ D受限于所有反应都有两个反应物和两个生成物,且所有速率常数都为1。计数问题是设计一个协议,使n个智能体都从相同的状态开始,最终收敛到每个智能体在其状态下编码人口规模n的精确或近似描述的状态。在这篇调查论文中,我们描述了计数问题的最新算法进展。
The population protocol model describes a network of n anonymous agents who cannot control with whom they interact. The agents collectively solve a computational problem through random pairwise interactions, each agent updating its state in response to seeing the state of the other agent. Population protocols are equivalent to the model of chemical reaction networks, describing abstract chemical reactions such as A+ B→ C+ D, when the latter is subject to the restriction that all reactions have two reactants and two products, and all rate constants are 1. The counting problem is that of designing a protocol so that n agents, all starting in the same state, eventually converge to states where each agent encodes in its state an exact or approximate description of population size n. In this survey paper, we describe recent algorithmic advances on the counting problem.
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