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Global Minima by Penalized Full-dimensional Scaling

Authors :
de Leeuw, Jan
Publication Year :
2024

Abstract

The full-dimensional (metric, Euclidean, least squares) multidimensional scaling stress loss function is combined with a quadratic external penalty function term. The trajectory of minimizers of stress for increasing values of the penalty parameter is then used to find (tentative) global minima for low-dimensional multidimensional scaling. This is illustrated with several one-dimensional and two-dimensional examples.<br />Comment: 39 pages

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2407.16645
Document Type :
Working Paper