{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T05:57:58Z","timestamp":1771480678093,"version":"3.50.1"},"reference-count":20,"publisher":"Wiley","issue":"3","license":[{"start":{"date-parts":[[2007,2,7]],"date-time":"2007-02-07T00:00:00Z","timestamp":1170806400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Random Struct Algorithms"],"published-print":{"date-parts":[[2007,10]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>While it is exponentially unlikely that a sparse random graph or hypergraph is connected, with probability 1 \u2212 <jats:italic>o<\/jats:italic>(1) such a graph has a \u201cgiant component\u201d that, given its numbers of edges and vertices, is a uniformly distributed connected graph. This simple observation allows us to estimate the number of connected graphs, and more generally the number of connected <jats:italic>d<\/jats:italic>\u2010uniform hypergraphs, on <jats:italic>n<\/jats:italic> vertices with ((<jats:italic>d<\/jats:italic> \u2212 1)<jats:sup>\u22121<\/jats:sup> + <jats:italic>\u03b5<\/jats:italic>)<jats:italic>n<\/jats:italic> \u2264 <jats:italic>m<\/jats:italic> = <jats:italic>o<\/jats:italic>(<jats:italic>n<\/jats:italic>ln<jats:italic>n<\/jats:italic>) edges, where <jats:italic>\u03b5<\/jats:italic> &gt; 0 is arbitrarily small but independent of <jats:italic>n<\/jats:italic>. We also estimate the probability that a binomial random hypergraph <jats:italic>H<\/jats:italic><jats:sub><jats:italic>d<\/jats:italic><\/jats:sub>(<jats:italic>n<\/jats:italic>,<jats:italic>p<\/jats:italic>) is connected, and determine the expected number of edges of <jats:italic>H<\/jats:italic><jats:sub><jats:italic>d<\/jats:italic><\/jats:sub>(<jats:italic>n<\/jats:italic>,<jats:italic>p<\/jats:italic>) given that it is connected. This extends prior work of Bender et al. (Random Struct Algorithm 1 (1990), 127\u2013169) on the number of connected graphs. While Bender et al. (1990) is based on a recursion relation satisfied by the number of connected graphs, so that the argument is to some extent enumerative, we present a purely probabilistic approach. \u00a9 2007 Wiley Periodicals, Inc. 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