1-vs-2 Cycles Problem
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1-vs-2 Cycles Problem
In the theory of parallel algorithms, the 1-vs-2 cycles problem concerns a simplified case of graph connectivity. The input to the problem is a 2-regular graph, forming either a single connected n-vertex cycle or two disconnected n/2-vertex cycles. The problem is to determine whether the input has one or two cycles. The 1-vs-2 cycles conjecture or 2-cycle conjecture is an unproven computational hardness assumption asserting that solving the 1-vs-2 cycles problem in the massively parallel communication model requires at least a logarithmic number of rounds of communication, even for a randomized algorithm that succeeds with high probability (having a polynomially small failure probability). If so, this would be optimal, as connected components can be constructed in logarithmic rounds in this model. This assumption implies similar communication lower bounds for several other problems in this computational model, including single-linkage clustering and geometric minimum spanning t ...
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Graph Connectivity
In mathematics and computer science, connectivity is one of the basic concepts of graph theory: it asks for the minimum number of elements (nodes or edges) that need to be removed to separate the remaining nodes into two or more isolated subgraphs. It is closely related to the theory of network flow problems. The connectivity of a graph is an important measure of its resilience as a network. Connected vertices and graphs In an undirected graph , two vertices and are called connected if contains a path from to . Otherwise, they are called disconnected. If the two vertices are additionally connected by a path of length (that is, they are the endpoints of a single edge), the vertices are called adjacent. A graph is said to be connected if every pair of vertices in the graph is connected. This means that there is a path between every pair of vertices. An undirected graph that is not connected is called disconnected. An undirected graph is therefore disconnected if there e ...
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