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101
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CEC
2007
IEEE
15 years 7 months ago
Towards a generic control strategy for Evolutionary Algorithms: an adaptive fuzzy-learning approach
— This paper presents a new method to generalize strategies in order to control parameters of Evolutionary Algorithms (EAs). A learning process establishes the relationship betwe...
Jorge Maturana, Frédéric Saubion
93
Voted
ADBIS
2004
Springer
113views Database» more  ADBIS 2004»
15 years 6 months ago
Ipmicra: Toward a Distributed and Adaptable Location Aware Web Crawler
Abstract. Distributed crawling has shown that it can overcome important limitations of the centralized crawling paradigm. However, the distributed nature of current distributed cra...
Odysseas Papapetrou, George Samaras
136
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ESANN
2004
15 years 2 months ago
Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions?
Abstract. In most ICA algorithms, the separation performances are estimated through the evaluation of a contrast function , used in the update rule of elements of the unmixing matr...
Frédéric Vrins, Cédric Archam...
220
Voted
NOMS
2010
IEEE
196views Communications» more  NOMS 2010»
14 years 11 months ago
Towards an Information Management Overlay for emerging networks
— There has recently been an increasing research interest in network management infrastructures that autonomously adapt to the dynamics of the environment. In this paper, we pres...
Lefteris Mamatas, Stuart Clayman, Marinos Charalam...
118
Voted
ICML
2010
IEEE
15 years 1 months ago
Toward Off-Policy Learning Control with Function Approximation
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
Hamid Reza Maei, Csaba Szepesvári, Shalabh ...