Optimization and data structure: Seven faces of dual scaling

Optimization and data structure: Seven faces of dual scaling

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Article ID: iaor19952344
Country: Switzerland
Volume: 55
Issue: 1
Start Page Number: 345
End Page Number: 359
Publication Date: May 1995
Journal: Annals of Operations Research
Authors:
Keywords: dual scaling
Abstract:

Dual scaling can be looked at as several different optimization problems, which suggests a number of optimal properties inherent in this scaling method. This study identifies some of its old and new aspects, providing a brief, but comprehensive, characterization of dual scaling. It is important to be aware of its limitations as well as possibilities, particularly because the method is deterministic or mathematical rather than probabilistic or statistical, hence rendering it a greater risk of misapplication. Seven key characteristics of dual scaling are identified and discussed.

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