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Viac informácií o knihe Modified Neldermead Simplex Method for Clustering Gene Expression Data

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

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Anotácia knihy

In many numerical tests, Nelder-Mead (NM) method succeeds in obtaining a good reduction in the function value using a relatively small number of function evaluations. Generally, the microarray gene expression data dimension is high. However, when optimizing high dimensional problems, Nelder-Mead method suffers from poor convergence rate and early restart. To overcome this problem and to increase the global search area, the Modified Nelder-Mead (MNM) is proposed. In the proposed work, the expansion step is replaced by a new step called spread out. It is processed based on the assumption that a better point will be available apart from the best and good point. This may increase the global search considerably and will result in a better solution.

Parametre knihy

• Celý názov: Modified Neldermead Simplex Method for Clustering Gene Expression Data
• Autor: Pandi Malaisamy
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 80
• EAN: 9786202024303
• ID: 18201359
• Nakladateľ: LAP Lambert Academic Publishing
• Hmotnosť: 137 g
• Rozmery: 220 × 150 × 5 mm
• Rok vydania: 2017

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