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A NEW INITIALIZATION METHOD OF CLUSTER CENTERS 被引量:3

A NEW INITIALIZATION METHOD OF CLUSTER CENTERS
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摘要 The problem of parameters selection for potential function used to initialize cluster centers is discussed, and two formulas are given for determining these parameters. Then a new potential function to initialize cluster centers is also given which is computational effective. Finally, a set of compared experiments is presented to show the effectiveness of the proposed methods. The problem of parameters selection for potential function used to initialize cluster centers is discussed, and two formulas are given for determining these parameters. Then a new potential function to initialize cluster centers is also given which is computational effective. Finally, a set of compared experiments is presented to show the effectiveness of the proposed methods.
出处 《Journal of Electronics(China)》 1999年第4期320-326,共7页 电子科学学刊(英文版)
基金 Supported by the National Natural Science Foundation of China
关键词 CLUSTERING INITIALIZATION Potential FUNCTION Nonlinear OPTIMAL Clustering Initialization Potential function Nonlinear optimal
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