Stochastic Geometry, Softcover reprint of the original 1st ed. 2004 Selected Topics
Langue : Anglais
Auteurs : Benes Viktor, Rataj Jan
Stochastic geometry, based on current developments in geometry, probability and measure theory, makes possible modeling of two- and three-dimensional random objects with interactions as they appear in the microstructure of materials, biological tissues, macroscopically in soil, geological sediments etc. In combination with spatial statistics it is used for the solution of practical problems such as the description of spatial arrangements and the estimation of object characteristics. A related field is stereology, which makes possible inference on the structures, based on lower-dimensional observations. Unfolding problems for particle systems and extremes of particle characteristics are studied. The reader can learn about current developments in stochastic geometry with mathematical rigor on one hand and find applications to real microstructure analysis in natural and material sciences on the other hand.
Preliminaries.- Random Measures and Point Processes.- Random Fibre and Surface Systems.- Vertical Sampling Schemes.- Fibre and Surface Anisotropy.- Particle Systems.
Date de parution : 03-2013
Ouvrage de 221 p.
15.5x23.5 cm
Date de parution : 07-2004
Ouvrage de 221 p.
15.5x23.5 cm
Thèmes de Stochastic Geometry :
Mots-clés :
Estimator; Poisson process; material sciences; measure theory; modeling; point process; random measure; statistics
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