An Island Grouping Genetic Algorithm for Fuzzy Partitioning Problems
This paper presents a novel fuzzy clustering technique based on grouping genetic algorithms (GGAs), which are a class of evolutionary algorithms especially modified to tackle grouping problems. Our approach hinges on a GGA devised for fuzzy clustering by means of a novel encoding of individuals (con...
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Main Authors: | S. Salcedo-Sanz, J. Del Ser, Z. W. Geem |
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Format: | Article |
Language: | English |
Published: |
Wiley
2014-01-01
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Series: | The Scientific World Journal |
Online Access: | http://dx.doi.org/10.1155/2014/916371 |
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