Difference: Papers20100623102221 (1 vs. 2)

Revision 22010-07-23 - TWikiAdminUser

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META TOPICPARENT name="GeostatisticsPapers"
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META TOPICPARENT name="AI_GEOSTATSPapers"
 Title: Spatial Interpolation Using Fuzzy Reasoning and Genetic Algorithms

Date:

Authors: Yuantu Huang , Patrick Wong , Tom Gedeon

Link: fileadmin/Documents/SIC97_GIDA/Huang.pdf

Abstract:

REFERENCE:

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

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.

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

-- TWikiAdminUser - 2010-06-16

Revision 12010-06-23 - TWikiAdminUser

 
META TOPICPARENT name="GeostatisticsPapers"
Title: Spatial Interpolation Using Fuzzy Reasoning and Genetic Algorithms

Date:

Authors: Yuantu Huang , Patrick Wong , Tom Gedeon

Link: fileadmin/Documents/SIC97_GIDA/Huang.pdf

Abstract:

REFERENCE:

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

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.

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

-- TWikiAdminUser - 2010-06-16

 
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