Probabilistic anaylysis of complex function for engineering applications

This project develops an alternative analytical approach of statistical estimation that will significantly reduce the number of observations to be taken in a simulation process. The proposed algorithm, called the integration of piecewise approach and cell technique (IPACT), will incorporate the conc...

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Bibliographic Details
Main Author: Soh, Yong Chear.
Other Authors: Wu, Zhang
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/10356/6392
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Institution: Nanyang Technological University
Description
Summary:This project develops an alternative analytical approach of statistical estimation that will significantly reduce the number of observations to be taken in a simulation process. The proposed algorithm, called the integration of piecewise approach and cell technique (IPACT), will incorporate the concept of cell technique and piecewise approach in the estimation of the statistical parameters of a system output based on known probability distributions of random input variables.