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ICPR
2006
IEEE
16 years 4 months ago
A Prototypes-Embedded Genetic K-means Algorithm
This paper presents a genetic algorithm (GA) for Kmeans clustering. Instead of the widely applied stringof-group-numbers encoding, we encode the prototypes of the clusters into th...
Hsin-Chia Fu, Hsin-Min Wang, Shih-Sian Cheng, Yi-H...
IDMS
1999
Springer
106views Multimedia» more  IDMS 1999»
15 years 7 months ago
A Video Compression Algorithm for ATM Networks with ABR Service, Using Visual Criteria
: The design of adaptive video compression algorithms to support multimedia applications that can adapt to changing network conditions is currently being the subject of intense stu...
Santiago Felici, Jorge Martinez
GECCO
2009
Springer
133views Optimization» more  GECCO 2009»
15 years 22 days ago
Improved analysis methods for crossover-based algorithms
We deepen the theoretical analysis of the genetic algorithm for the all-pairs shortest path problem proposed by Doerr, Happ and Klein (GECCO 2008). We show that the growth of the ...
Benjamin Doerr, Madeleine Theile
PPSN
2004
Springer
15 years 8 months ago
LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation
Abstract. Evolution Strategies, Evolutionary Algorithms based on Gaussian mutation and deterministic selection, are today considered the best choice as far as parameter optimizatio...
Anne Auger, Marc Schoenauer, Nicolas Vanhaecke
DAC
2010
ACM
15 years 4 months ago
Network on chip design and optimization using specialized influence models
In this study, we propose the use of specialized influence models to capture the dynamic behavior of a Network-onChip (NoC). Our goal is to construct a versatile modeling framewor...
Cristinel Ababei