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Geophysical inversion with a neighbourhood algorithm - I. Searching a parameter space

Sambridge, Malcolm

Description

This paper presents a new derivative-free search method for finding models of acceptable data fit in a multidimensional parameter space. It falls into the same class of method as simulated annealing and genetic algorithms, which are commonly used for global optimization problems. The objective here is to find an ensemble of models that preferentially sample the good data-fitting regions of parameter space, rather than seeking a single optimal model. (A related paper deals with the quantitative...[Show more]

CollectionsANU Research Publications
Date published: 1999
Type: Journal article
URI: http://hdl.handle.net/1885/93927
Source: Geophysical Journal International
DOI: 10.1046/j.1365-246X.1999.00876.x

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