Multiple-point statistic (mps) simulation with enhanced...

G - Physics – 06 – G

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G06G 7/48 (2006.01)

Patent

CA 2577699

An enhanced multi-point statistical (MPS) simulation is disclosed. A multiple- grid simulation approach is used which has been modified from a 5 conventional MPS approach to decrease the size of a data search template, 6 saving a significant amount of memory and cpu-time during the simulation. Features used to decrease the size of the data search template include: (1) using intermediary sub-grids in the multiple-grid simulation approach, and (2) selecting a data template that is preferentially constituted by previously simulated nodes. The combination of these features allows saving a significant amount of memory and cpu-time over previous MPS algorithms, yet ensures that large-scale training structures are captured and exported to the simulation exercise.

L'invention concerne une simulation statistique à points multiples (MPS). On utilise une technique de simulation à grilles multiples qui a été modifiée sur la base d'une technique MPS traditionnelle afin de réduire la taille de la grille de recherche de données et d'économiser une quantité importante de mémoire et de temps de l'unité centrale pendant la simulation. Les techniques utilisées pour réduire la taille de la matrice de recherche de données comprennent: (1) l'utilisation de sous-matrices intermédiaires dans la technique de simulation à matrices multiples; et (2) la sélection d'une matrice de données qui est constituée de préférence de noeuds simulés antérieurement. La combinaison de ces paramètres permet d'économiser une quantité importante de mémoire et de temps de l'unité centrale par rapport aux algorithmes MPS précédents et permet également de s'assurer que les structures d'apprentissage à large échelle sont capturées et exportées à destination de l'exercice de simulation.

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