J-GLOBAL ID:200904053156933096  Research Project code:9800038544 Update date:Nov. 20, 2003

Principal Component Analysis for dynamical systems

Study period:1996 - 1999
Organization (1):
Investigating Researcher (1):
Research overview:
Dynamical systems are investigated with the use of Principal Component Analysis (P.C.A.). A large number of data are embedded in a multi-dimensional space and the whole system is regarded as a dynamical system. Several principal components governing the system are extracted from the constructed space. Then, adding the time dependent data, we construct a new several-dimensional equations, which clarify the driving forces in the whole system. The method can be extended so as to manage the non-linear effects.
Keywords (4):
dynamical system ,  principal component analysis ,  dimension ,  driving force
Research program: Ordinary Research
Research budget: 1996: \500,000

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