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- Title
Fuzzy Systems Based on Multispecies PSO Method in Spatial Analysis.
- Authors
Di Martino, Ferdinando; Loia, Vincenzo; Sessa, Salvatore
- Abstract
We present a method by using the hierarchical cluster-based Multispecies particle swarm optimization to generate a fuzzy system of Takagi-Sugeno-Kang type encapsulated in a geographical information system considered as environmental decision support for spatial analysis. We consider a spatial area partitioned in subzones: the data measured in each subzone are used to extract a fuzzy rule set of above mentioned type. We adopt a similarity index (greater than a specific threshold) for comparing fuzzy systems generated for adjacent subzones.
- Subjects
FUZZY systems; PARTICLE swarm optimization; GEOGRAPHIC information systems; DECISION support systems; FUZZY sets; MATHEMATICAL analysis
- Publication
Advances in Fuzzy Systems, 2012, p1
- ISSN
1687-7101
- Publication type
Article
- DOI
10.1155/2012/808361