|
In the mathematical subfield of matrix theory, the Cuthill–McKee algorithm (CM), named for Elizabeth Cuthill and J. McKee ,〔E. Cuthill and J. McKee. (the bandwidth of sparse symmetric matrices'' ) In Proc. 24th Nat. Conf. ACM, pages 157–172, 1969.〕 is an algorithm to permute a sparse matrix that has a symmetric sparsity pattern into a band matrix form with a small bandwidth. The reverse Cuthill–McKee algorithm (RCM) due to Alan George is the same algorithm but with the resulting index numbers reversed. In practice this generally results in less fill-in than the CM ordering when Gaussian elimination is applied.〔J. A. George and J. W-H. Liu, Computer Solution of Large Sparse Positive Definite Systems, Prentice-Hall, 1981〕 The Cuthill McKee algorithm is a variant of the standard breadth-first search algorithm used in graph algorithms. It starts with a peripheral node and then generates levels for until all nodes are exhausted. The set is created from set by listing all vertices adjacent to all nodes in . These nodes are listed in increasing degree. This last detail is the only difference with the breadth-first search algorithm. ==Algorithm== Given a symmetric matrix we visualize the matrix as the adjacency matrix of a graph. The Cuthill–McKee algorithm is then a relabeling of the vertices of the graph to reduce the bandwidth of the adjacency matrix. The algorithm produces an ordered ''n''-tuple ''R'' of vertices which is the new order of the vertices. First we choose a peripheral vertex (the vertex with the lowest degree) ''x'' and set ''R'' := (). Then for we iterate the following steps while |''R''| < ''n'' *Construct the adjacency set of (with the ''i''-th component of ''R'') and exclude the vertices we already have in ''R'' : *Sort with ascending vertex order (vertex degree). *Append to the Result set ''R''. In other words, number the vertices according to a particular breadth-first traversal where neighboring vertices are visited in order from lowest to highest vertex order. 抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)』 ■ウィキペディアで「Cuthill–McKee algorithm」の詳細全文を読む スポンサード リンク
|