Please use this identifier to cite or link to this item: https://ah.nccu.edu.tw/handle/140.119/102699


Title: 集群分析-整數規畫方法
Other Titles: Cluster Analysis: An Integer Programming Approach
Authors: 張志強;姚興台
Chang, Chih-Chiang;Yao, Shin-Tai
Contributors: 統計系
Keywords: 集群分析 Cluster Analysis;整數規劃 Integer Programming;SAS;LINDO
Date: 1990-06
Issue Date: 2016-10-12 11:27:06 (UTC+8)
Abstract: 在一般的集群分析方法中,吾人所得到的分組解,通常只是一個局部最佳解,而非整體最佳解。在此,吾人考慮以整數線性規劃方法來獲得最佳之分組結果。本文中,將依照一般集群分析的方法,提出了幾個可行的整數規劃模型,加以探討分析。并在個案研究中,對一般集群分析方法及由整數規劃方法所求得之分組結果做一比較。In the general methods of Cluster Analysis, we often only obtain the local optimal solution, not the global optimal solution. Here, we consider to use the Integer Linear Programming approach to obtain the global optimal solution. In this paper, we try to develop several practical Integer Programming models according to the general methods of Cluster Analysis, and give some discussion and analysis. Moreover, in a case study, we compare the results about using the general methods of Cluster Analysis and Integer Programming Approach.
Relation: 國立政治大學學報, 61, 541-562
Data Type: article
Appears in Collections:[第61期] 期刊論文

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