A dimension-independent extrusion algorithm using generalised maps
نویسندگان
چکیده
One solution to the integration of additional characteristics, e.g. time and scale, into GIS datasets is to model them as extra geometric dimensions perpendicular to the spatial ones, creating a higher-dimensional model. While this approach has been previously described and advocated, it is scarcely used in practice because of a lack of high-level construction algorithms and accompanying implementations. We present in this paper a dimension-independent extrusion algorithm permitting us to construct from any (n − 1)-dimensional linear cell complex represented as a generalisedmap, an n-dimensional one by assigning to each (n−1)-cell one ormore intervalswhere it exists along then-th dimension. Wehave implemented the algorithm in C++11 using CGAL,made the source code publicly available, and tested it in experiments using real-world 2D GIS datasets which were extruded to construct up to 5D models.
منابع مشابه
Extreme Value distribution for singular measures
In this paper we perform an analytical and numerical study of Extreme Value distributions in discrete dynamical systems that have a singular measure. Using the block maxima approach described in Faranda et al. [2011] we show that, numerically, the Extreme Value distribution for these maps can be associated to the Generalised Extreme Value family where the parameters scale with the information d...
متن کاملRobust overcomplete matrix recovery for sparse sources using a generalized Hough transform
We propose an algorithm for recovering the matrix A in X = AS where X is a random vector of lower dimension than S. S is assumed to be sparse in the sense that S has less nonzero elements than the dimension of X at any given time instant. In contrast to previous approaches, the computational time of the presented algorithm is linear in the sample number and independent of source dimension, and ...
متن کاملNumerical study and genetic algorithm optimization of hot extrusion process to produce rectangular waveguides
Rectangular waveguide is one of the earliest types of transmission lines. Rectangular waveguide can be produced by hot extrusion process. In this paper, the hot extrusion process of CuZn5 rectangular waveguide was investigated by Finite Element Method (FEM). In addition, Genetic Algorithm (GA) was used to optimize the die geometry and process conditions to achieve the lowest magnitude of extrus...
متن کاملUse the information dimension , not the Hausdorff
Multi-fractal patterns occur widely in nature. In developing new algorithms to determine multi-fractal spectra of experimental data I am lead to the conclusion that generalised dimensions Dq of order q ≤ 0, including the Hausdorff dimension, are effectively irrelevant. The reason is that these dimensions are extraordinarily sensitive to regions of low density in the multi-fractal data. Instead,...
متن کاملConstructing an n-dimensional Cell Complex from a Soup of (n - 1)-Dimensional Faces
There is substantial value in the use of higher-dimensional (>3D) digital objects in GIS that are built from complex real-world data. This use is however hampered by the difficulty of constructing such objects. In this paper, we present a dimension independent algorithm to build an n-dimensional cellular complex with linear geometries from its isolated (n − 1)-dimensional faces represented as c...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- International Journal of Geographical Information Science
دوره 29 شماره
صفحات -
تاریخ انتشار 2015