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An average case analysis of a greedy algorithm for the on-line Steiner tree problem
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An average case analysis of a greedy algorithm for the on-line Steiner tree problem

Ying Teh Tsai, Chuan Yi TangYunn Yen Chen
Computers and Mathematics with Applications, 卷.31(11), 頁碼.121-131
1996

摘要

Analysis of algorithms Average case analysis Euclidean space On-line algorithms On-line Steiner tree problems Modeling and Simulation Computational Theory and Mathematics Computational Mathematics
This paper gives the average distance analysis for the Euclidean tree constructed by a simple greedy but efficient algorithm of the on-line Steiner tree problem. The algorithm accepts the data one by one following the order of input sequence. When a point arrives, the algorithm adds the shortest edge, between the new point and the points arriving already, to the previously constructed tree to form a new tree. We first show that, given n points uniformly on a unit disk in the plane, the expected Euclidean distance between a point and its j th (1 ≤ j ≤ n - 1) nearest neighbor is less than or equal to (5/3)√j/n when n is large. Based upon this result, we show that the expected length of the tree constructed by the on-line algorithm is not greater than 4.34 times the expected length of the minimum Steiner tree when the number of input points is large.

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