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AZP: add ARiSeL #2266

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lixun910 opened this issue Oct 30, 2020 · 0 comments
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AZP: add ARiSeL #2266

lixun910 opened this issue Oct 30, 2020 · 0 comments
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lixun910 commented Oct 30, 2020

ARiSeL, proposed by [Duque_Church2004] , aggregates N areas into P spatially contiguous regions while minimizing intra-regional heterogeneity (measured as the within-cluster sum of squares from each area to the attribute centroid of its cluster). This algorithm is a modification of Openshaw’s AZP-tabu [Openshaw_Rao1995]. In ARISeL the construction of an initial feasible solution is repeated several times (inits) before running Tabu Search algorithm [Glover1977].

In GeoDa, a checkbox "ARiSeL" will be added along with a textctrl that allows users to input the (inits) number of how many constructions (of initial feasible solution) will be re-run. The default value of inits in clusterpy is 5, and we double it to 10 in GeoDa.

When user checks the "ARiSeL" box, the re-run of construction can be applied to AZP Tabu (default), AZP and AZP SA.

Screen Shot 2020-10-29 at 10 57 45 PM

@lixun910 lixun910 self-assigned this Oct 30, 2020
lixun910 added a commit to lixun910/geoda that referenced this issue Oct 30, 2020
lixun910 added a commit to lixun910/geoda that referenced this issue Oct 30, 2020
GeoDaCenter#2266 when AriSEL is checked, AZP Tabu is selected even though it also works with AZP and AZP SA
This was referenced Dec 12, 2020
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