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» Clustering Genetic Algorithm

103

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GECCO
2005
Springer

207views Optimization» more GECCO 2005»

Adaptive crossover and mutation in genetic algorithms based on clustering technique

15 years 6 months ago

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Instead of having fixed px and pm, this paper presents the use of fuzzy logic to adaptively tune px and pm for optimization of power electronic circuits throughout the process. By...

Jun Zhang, Henry Shu-Hung Chung, Jinghui Zhong

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118

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PAMI
2006

134views more PAMI 2006»

A Genetic Algorithm Using Hyper-Quadtrees for Low-Dimensional K-means Clustering

15 years 12 days ago

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The k-means algorithm is widely used for clustering because of its computational efficiency. Given n points in d-dimensional space and the number of desired clusters k, k-means see...

Michael Laszlo, Sumitra Mukherjee

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127

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PAKDD
2007
ACM

158views Data Mining» more PAKDD 2007»

Density-Sensitive Evolutionary Clustering

15 years 6 months ago

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In this study, we propose a novel evolutionary algorithm-based clustering method, named density-sensitive evolutionary clustering (DSEC). In DSEC, each individual is a sequence of ...

Maoguo Gong, Licheng Jiao, Ling Wang, Liefeng Bo

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SGAI
2009
Springer

93views Artificial Intelligence» more SGAI 2009»

Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference

15 years 5 months ago