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Title: Exact Discriminant Function Design Using Some Optimization Techniques
Authors: Laptin, Yury
Vinogradov, Alexander
Keywords: Cluster
Solving Rule
Discriminant Function
Linear and Non-Linear Programming
Non-Smooth Optimization
Issue Date: 2009
Publisher: Institute of Information Theories and Applications FOI ITHEA
Abstract: Some aspects of design of the discriminant functions that in the best way separate points of predefined final sets are considered. The concept is introduced of the nested discriminant functions which allow to separate correctly points of any of the final sets. It is proposed to apply some methods of non-smooth optimization to solve arising extremal problems efficiently.
ISSN: 1313-0455
Appears in Collections:Book 08 Classification Forecasting Data Mining

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