Weighted planar stochastic lattice

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File:Snapshot of weighted stochastic lattice.jpg

In applied mathematics, a weighted planar stochastic lattice (WPSL) is type of graph that generalizes the concept of a lattice.{{cite journal|last1=Liu |first1=XS. |last2=Wu |first2=ZX |last3=Guan |first3=JY |title=Kinetic-exchange-like opinion dynamics in complex networks: roles of the dimensionality and local interaction topology |journal=European Physical Journal B |volume=91 |page=220 |year=2018 |issue=10 |doi=10.1140/epjb/e2018-90092-x|bibcode=2018EPJB...91..220L }}{{cite journal|title=Contact Process on Weighted Planar Stochastic Lattice |first1=Sidiney G. |last1=Alves |first2=Marcelo M. |last2=de Oliveira |journal=Journal of Statistical Mechanics |year=2022 |issue=6 |page=063201 |doi=10.1088/1742-5468/ac70dc |arxiv=2203.06150|bibcode=2022JSMTE2022f3201A }}{{cite journal|title=Nonuniversal critical dynamics on planar random lattices with heterogeneous degree distributions |first1=Sidiney G. |last1=Alves |first2=Silvio C. |last2=Ferreira |first3=Marcelo M. |last3=de Oliveira |doi=10.1016/j.physa.2024.130047 |arxiv=2405.10095 |journal=Physica A |volume=652 |publisher=Elsevier |year=2024 |page=130047|bibcode=2024PhyA..65230047A }} The construction of a WPSL involves progressively subdividing a unit square into smaller and smaller regions. The graph defined by assigning a vertex to each region and drawing an edge between the vertices for adjacent regions has a power-law degree distribution.{{cite journal|url=https://core.ac.uk/download/pdf/326321250.pdf |last1=Scott |first1=Gilbert |first2=Kejian |last2=Wu |first3=Yingfang |last3=Zhou |title=Multi-scale image-based pore space characterisation and pore network generation: Case study of a north sea sandstone reservoir |journal=Transport in Porous Media |volume=129 |year=2019 |issue=3 |pages=855–884 |doi=10.1007/s11242-019-01309-8|bibcode=2019TPMed.129..855S }}

Construction of WPSLs

The construction process of the WPSL can be described as follows.{{cite journal | last1=Hassan | first1=M K | last2=Hassan | first2=M Z | last3=Pavel | first3=N I | title=Scale-free network topology and multifractality in a weighted planar stochastic lattice | journal=New Journal of Physics | volume=12 | issue=9 | date=2010-09-27 | issn=1367-2630 | doi=10.1088/1367-2630/12/9/093045 | page=093045| arxiv=1008.4994 | bibcode=2010NJPh...12i3045H |doi-access=free}}{{cite journal | last1=Hassan | first1=M K | last2=Hassan | first2=M Z | last3=Pavel | first3=N I | title=Scale-free coordination number disorder and multifractal size disorder in weighted planar stochastic lattice | journal=Journal of Physics: Conference Series | publisher=IOP Publishing |volume=297 | date=2011-05-01 | issue=1 | issn=1742-6596 | doi=10.1088/1742-6596/297/1/012010 | page=012010| arxiv=1104.1831 | bibcode=2011JPhCS.297a2010H }} It starts with a square of unit area which we regard as an initiator. The generator then divides the initiator, in the first step, randomly with uniform probability into four smaller blocks. In the second step and thereafter, the generator is applied to only one of the blocks. The question is: How do we pick that block when there is more than one block? The most generic choice would be to pick preferentially according to their areas so that the higher the area the higher the probability to be picked. For instance, in step one, the generator divides the initiator randomly into four smaller blocks. Let us label their areas starting from the top left corner and moving clockwise as a_1, a_2, a_3 and a_4. But of course the way we label is totally arbitrary and will bear no consequence to the final results of any observable quantities. Note that a_i is the area of the ith block which can be well regarded as the probability of picking the ith block. These probabilities are naturally normalized \sum_i a_i=1 since we choose the area of the initiator equal to one. In step two, we pick one of the four blocks preferentially with respect to their areas. Consider that we pick the block 3 and apply the generator onto it to divide it randomly into four smaller blocks. Thus the label 3 is now redundant and hence we recycle it to label the top left corner while the rest of three new blocks are labelled a_5, a_6 and a_7 in a clockwise fashion. In general, in the jth step, we pick one out of 3j-2 blocks preferentially with respect to area and divide randomly into four blocks.

File:Log aC vs a 1 copy.jpg

File:Distribution WPSL.jpg

See also

References