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GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
13 years 12 months ago
iBOA: the incremental bayesian optimization algorithm
This paper proposes the incremental Bayesian optimization algorithm (iBOA), which modifies standard BOA by removing the population of solutions and using incremental updates of t...
Martin Pelikan, Kumara Sastry, David E. Goldberg
FSKD
2008
Springer
120views Fuzzy Logic» more  FSKD 2008»
13 years 12 months ago
An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis
This paper presents a scheme for unsupervised classification with Gaussian mixture models by means of statistical learning analysis. A Bayesian Ying-Yang harmony learning system a...
Rui Nian, Guangrong Ji, Michel Verleysen
FIRBPERF
2005
IEEE
228views Algorithms» more  FIRBPERF 2005»
14 years 4 months ago
Design and Performance Evaluation of Mechanisms for Mobile-Devices Handoff Forecast
Emiliano Casalicchio, Valeria Cardellini, Salvator...
APPROX
2011
Springer
254views Algorithms» more  APPROX 2011»
12 years 11 months ago
Black-Box Reductions in Mechanism Design
Zhiyi Huang, Lei Wang 0010, Yuan Zhou
GECCO
2005
Springer
288views Optimization» more  GECCO 2005»
14 years 4 months ago
A comparison study between genetic algorithms and bayesian optimize algorithms by novel indices
Genetic Algorithms (GAs) are a search and optimization technique based on the mechanism of evolution. Recently, another sort of population-based optimization method called Estimat...
Naoki Mori, Masayuki Takeda, Keinosuke Matsumoto