A New Algorithm for Sequential Minor Component Analysis | Zendy

Dezhong Peng | Zendy; Yi Zhang | Zendy

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A New Algorithm for Sequential Minor Component Analysis

Author(s) -

Dezhong Peng,

Yi Zhang

Publication year - 2006

Publication title -

international journal of computational intelligence research

Language(s) - English

Resource type - Journals

eISSN - 0974-1259

pISSN - 0973-1873

DOI - 10.5019/j.ijcir.2006.63

Subject(s) - computer science , minor (academic) , component (thermodynamics) , algorithm , physics , political science , law , thermodynamics

Extracting multiple minor components from the in- put signal is quite useful for many practical applications. In this paper, a globally convergent MCA algorithm that can extract multiple minor components sequentially is proposed. Conver- gence of this MCA algorithm is analyzed via the deterministic discrete time (DDT) method. Sufficient conditions are obtained to guarantee the convergence of this MCA algorithm. Simula- tions are carried out to further illustrate the theoretical results achieved.

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