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» On Stabilization in Herman's Algorithm
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JMLR
2006
106views more  JMLR 2006»
15 years 2 months ago
Stability Properties of Empirical Risk Minimization over Donsker Classes
We study some stability properties of algorithms which minimize (or almost-minimize) empirical error over Donsker classes of functions. We show that, as the number n of samples gr...
Andrea Caponnetto, Alexander Rakhlin
124
Voted
MWCN
2004
Springer
15 years 8 months ago
Route Stability Techniques for Enhanced Video Delivery on Manets
Abstract One of the main problems associated with MANETs is that mobility and the associated route discovery and maintenance procedures of reactive routing protocols cause interrup...
Carlos Miguel Tavares Calafate, Manuel P. Malumbre...
120
Voted
BC
1998
109views more  BC 1998»
15 years 2 months ago
Learning and stabilization of altruistic behaviors in multi-agent systems by reciprocity
Optimization of performance in collective systems often requires altruism. The emergence and stabilization of altruistic behaviors are dicult to achieve because the agents incur ...
Javier Zamora, José del R. Millán, A...
134
Voted
DEDS
1998
152views more  DEDS 1998»
15 years 2 months ago
Timed Petri Nets in Hybrid Systems: Stability and Supervisory Control
In this paper, timed Petri nets are used to model and control hybrid systems. Petri nets are used instead of finite automata primarily because of the advantages they offer in de...
Xenofon D. Koutsoukos, Kevin X. He, Michael D. Lem...
TCS
2010
15 years 1 months ago
Stability analysis of the reproduction operator in bacterial foraging optimization
One of the major operators of Bacterial Foraging Optimization Algorithm (BFOA) is the reproduction phenomenon of virtual bacteria each of which models one trial solution of the op...
Arijit Biswas, Swagatam Das, Ajith Abraham, Sambar...