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» Convergence Properties of the K-Means Algorithms
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PE
2000
Springer
101views Optimization» more  PE 2000»
13 years 10 months ago
On the convergence of the power series algorithm
In this paper we study the convergence properties of the power series algorithm, which is a general method to determine (functions of) stationary distributions of Markov chains. W...
Gerard Hooghiemstra, Ger Koole
IPPS
2006
IEEE
14 years 4 months ago
A self-stabilizing minimal dominating set algorithm with safe convergence
A self-stabilizing distributed system is a faulttolerant distributed system that tolerates any kind and any finite number of transient faults, such as message loss and memory cor...
Hirotsugu Kakugawa, Toshimitsu Masuzawa
TNN
1998
94views more  TNN 1998»
13 years 10 months ago
Global convergence of Oja's subspace algorithm for principal component extraction
—Oja’s principal subspace algorithm is a well-known and powerful technique for learning and tracking principal information in time series. A thorough investigation of the conve...
Tianping Chen, Yingbo Hua, Wei-Yong Yan
PPSN
2004
Springer
14 years 4 months ago
Robust Parallel Genetic Algorithms with Re-initialisation
The influence of different parallel genetic algorithm (PGA) architectures on the GA convergence properties is analysed. Next, two proposed versions of these PGA architectures are c...
Ivan Sekaj
GECCO
2004
Springer
124views Optimization» more  GECCO 2004»
14 years 4 months ago
Convergence Examples of a Filter-Based Evolutionary Algorithm
Abstract. We describe and critique the convergence properties of filterbased evolutionary pattern search algorithms (F-EPSAs). F-EPSAs implicitly use a filter to perform a multi-...
Lauren M. Clevenger, William E. Hart