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» A hybrid approach to parameter tuning in genetic algorithms
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WSC
2004
13 years 9 months ago
Retrospective Approximation Algorithms for the Multidimensional Stochastic Root-Finding Problem
The stochastic root-finding problem (SRFP) is that of solving a system of q equations in q unknowns using only an oracle that provides estimates of the function values. This paper...
Raghu Pasupathy, Bruce W. Schmeiser
ICPR
2002
IEEE
14 years 8 months ago
A Robust Semi-Supervised EM-Based Clustering Algorithm with a Reject Option
In this paper, we address the problem of semisupervision in the framework of parametric clustering by using labeled and unlabeled data together. Clustering algorithms can take adv...
Christophe Saint-Jean, Carl Frélicot
PPSN
2004
Springer
14 years 1 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
DATE
2008
IEEE
121views Hardware» more  DATE 2008»
13 years 9 months ago
Constraint Refinement for Online Verifiable Cross-Layer System Adaptation
Adaptive resource management is critical to ensuring the quality of real-time distributed applications, particularly for energy-constrained mobile handheld devices. In this contex...
Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcot...
RTCSA
2005
IEEE
14 years 1 months ago
Integrating Hybrid Garbage Collection with Dual Priority Scheduling
In this report, we propose an approach to integrate a hybrid garbage collection algorithm into the current response time analysis framework for real-time systems. In our approach,...
Yang Chang, Andy J. Wellings