Method for transmitting wellbore data acquired in the...

Data processing: measuring – calibrating – or testing – Measurement system in a specific environment – Earth science

Reexamination Certificate

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C340S855700

Reexamination Certificate

active

07133777

ABSTRACT:
A method and apparatus are useful for decomposing a complex distribution of data by modeling the complex distribution as a sum of discrete simple distributions, and processing the simple distributions independently. The independent processing enables the complex distribution to be reconstructed without the simple distributions that are concluded to be spurious. The simple distributions preferably include one or more statistical distributions that are subject to being characterized by a reduced data set for efficient communication and reconstruction of the complex distribution. The modeling and processing steps preferably employ one or more evolutionary algorithms.

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Nunnink, J.R.J., Large Scale Gaussian Mixture Modelling Using a Greedy Expectation Maximization Algorithm, M.S. Thesis, May 19, 2003, pp. 1-36.

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