Papers20100623102221 < AI_GEOSTATS

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*Title:* Spatial Interpolation Using Fuzzy Reasoning and Genetic Algorithms

<strong>Date: </strong>1 May 1998

<strong>Authors: </strong>Yuantu Huang, Patrick Wong, Tom Gedeon

*Link:* [[%ATTACHURL%/Huang.pdf][Huang.pdf]]

*Abstract:*

This paper demonstrates the use of dynamic fuzzy-reasoning-based function estimator (DFFE) to interpolate rainfall data in a case study in Switzerland. The functional parameters are also optimised by genetic algorithms (GA). The procedure operates on a series of overlapping partition surfaces around the study area based on expert knowledge and interpretive judgment. The procedure allows for spatial interpolation and extrapolation in a higher-dimensional space.

REFERENCE:

Journal of Geographic Information and Decision Analysis, Vol. 2., No. 2, pp. 204-214, 1998.

KEYWORDS: spatial interpolation, fuzzy approximate reasoning, genetic algorithms, overlapping partition surface, defuzzification.

Topic revision: r4 - 2010-08-13 - 19:01:20 - TheresiaFreska

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