3049 search results - page 184 / 610 » On the Convergence of Bound Optimization Algorithms |
176
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PIMRC
2008
IEEE
16 years 25 days ago
2008
IEEE
—We extend the existing network utility maximization (NUM) framework for wired networks to wireless sensor networks by formulating it in order to take into account interference a...
158
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FOCM
2007
15 years 6 months ago
2007
A general scheme for trust-region methods on Riemannian manifolds is proposed and analyzed. Among the various approaches available to (approximately) solve the trust-region subpro...
161
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ISDA
2008
IEEE
16 years 26 days ago
2008
IEEE
This paper describes a method for improving the final accuracy and the convergence speed of Particle Swarm Optimization (PSO) by adapting its inertia factor in the velocity updati...
176
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
147
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UAI
2001
15 years 7 months ago
2001
There exist a number of reinforcement learning algorithms which learn by climbing the gradient of expected reward. Their long-run convergence has been proved, even in partially ob...