Tectonic Study Group
Program Package ver. 1.2
The goodness of fit of a mixed Bingham distribution is evaluated by the function, L(X ), where X denotes the distribution. The best partition of orientation data into clusters is denoted by the maximal point of this function. However, it is a tough problem to find the point, because the function has a number of local maxima. To make matters worse, the maxima point have to be searched for in a high dimensional space. The value of this function arrives at the global maximum of L(X ) or at its vicinity in a successful run, but at a local maximum of the function in an unsuccessful run.
The author thanks his colleagues and students for the comments on the early versions of the software. Publication of the software was financially supported by JSPS KAKENHI Grant Number 15H02141.
Division of Earth and Planetary Sciences, Kyoto University
Examples of successful and unsuccessful runs (Delta g = 100)
GArcmB is the freeware for the fuzzy clustering of 3D orientations and for the paleostress analysis of dilational fractures such as dikes and mineral veins. The software searches for the mixed Bingham distribution that best fits a set of orientation data through the real coded genetic algorithm. The number of clusters and that of stresses are evaluated by using Bayesian information criterion. The software runs on 64-bit operating systems (Windows, Mac and Linux).