Stable leader election in population protocols requires linear time: Preliminary version
نویسندگان
چکیده
A population protocol stably elects a leader if, for all n, starting from an initial configuration with n agents each in an identical state, with probability 1 it reaches a configuration y that is correct (exactly one agent is in a special leader state `) and stable (every configuration reachable from y also has a single agent in state `). We show that any population protocol that stably elects a leader requires Ω(n) expected “parallel time” — Ω(n2) expected total pairwise interactions — to reach such a stable configuration. Our result also informs the understanding of the time complexity of chemical self-organization by showing an essential difficulty in generating exact quantities of molecular species quickly.
منابع مشابه
Population protocols for leader election and exact majority with O(log^2 n) states and O(log^2 n) convergence time
We consider the model of population protocols, which can be viewed as a sequence of random pairwise interactions of n agents (nodes). During each interaction, two agents v and w, selected uniformly at random, update their states on the basis of their current states, and the whole system should in long run converge towards a desired global final state. The main question about any given populatio...
متن کاملPolylogarithmic-Time Leader Election in Population Protocols Using Polylogarithmic States
Population protocols are networks of finite-state agents, interacting randomly, and updating their states using simple rules. Despite their extreme simplicity, these systems have been shown to cooperatively perform complex computational tasks, such as simulating register machines to compute standard arithmetic functions. The election of a unique leader agent is a key requirement in such computa...
متن کاملEecient Leader Election Using Sense of Direction *
This paper presents a protocol for leader election in complete networks with a sense of direction. Sense of direction provides nodes the capability of distinguishing between their incident links according to a global scheme. We propose a protocol for leader election which requires O(N) messages and O(log N) time. The protocol is message optimal and the time complexity is a signiicant improvemen...
متن کاملTime-Space Trade-offs in Population Protocols | Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms | Society for Industrial and Applied Mathematics
Population protocols are a popular model of distributed computing, in which randomly-interacting agents with little computational power cooperate to jointly perform computational tasks. Inspired by developments in molecular computation, and in particular DNA computing, recent algorithmic work has focused on the complexity of solving simple yet fundamental tasks in the population model, such as ...
متن کاملTime-Space Trade-offs in Population Protocols
Population protocols are a popular model of distributed computing, in which randomly-interacting agents with little computational power cooperate to jointly perform computational tasks. Inspired by developments in molecular computation, and in particular DNA computing, recent algorithmic work has focused on the complexity of solving simple yet fundamental tasks in the population model, such as ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015