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Visualization of optimal solutions using self-organizing maps in computational electromagnetism

โœ Scribed by Igarashi, H.

Book ID
114650154
Publisher
IEEE
Year
2005
Tongue
English
Weight
668 KB
Volume
41
Category
Article
ISSN
0018-9464

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Evaluation of the reliability of nonlinear optimal solutions in pharmaceuticals using a bootstrap resampling technique in combination with Kohonen's self-organizing maps
โœ Yoshinori Onuki; Koichi Ohyama; Chosei Kaseda; Hiroaki Arai; Tatsuya Suzuki; Koz ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 377 KB

The response surface method incorporating multivariate spline interpolation (RSM-S) is a powerful technique for the formulation optimization of pharmaceuticals. However, no satisfactory method has been developed to evaluate the reliability of the optimal solution. We integrated bootstrap (BS) resamp