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Kernighan–Lin algorithm : ウィキペディア英語版
Kernighan–Lin algorithm
: ''This article is about the heuristic algorithm for the graph partitioning problem. For a heuristic for the traveling salesperson problem, see Lin–Kernighan heuristic.''
Kernighan–Lin is a O(n2 log(n)) heuristic algorithm for solving the graph partitioning problem. The algorithm has important applications in the layout of digital circuits and components in VLSI.〔〔
==Description==
Let G(V,E) be a graph, and let V be the set of nodes and E the set of edges. The algorithm attempts to find a partition of V into two disjoint subsets A and B of equal size, such that the sum T of the weights of the edges between nodes in A and B is minimized. Let I_ be the ''internal cost'' of ''a'', that is, the sum of the costs of edges between ''a'' and other nodes in ''A'', and let E_ be the ''external cost'' of ''a'', that is, the sum of the costs of edges between ''a'' and nodes in ''B''. Furthermore, let
:D_ = E_ - I_
be the difference between the external and internal costs of ''a''. If ''a'' and ''b'' are interchanged, then the reduction in cost is
:T_ - T_ = D_ + D_ - 2c_
where c_ is the cost of the possible edge between ''a'' and ''b''.
The algorithm attempts to find an optimal series of interchange operations between elements of A and B which maximizes T_ - T_ and then executes the operations, producing a partition of the graph to ''A'' and ''B''.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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