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ECML
2006
Springer
15 years 4 months ago
Efficient Non-linear Control Through Neuroevolution
Abstract. Many complex control problems are not amenable to traditional controller design. Not only is it difficult to model real systems, but often it is unclear what kind of beha...
Faustino J. Gomez, Jürgen Schmidhuber, Risto ...
94
Voted
GECCO
2006
Springer
152views Optimization» more  GECCO 2006»
15 years 4 months ago
Strong recombination, weak selection, and mutation
We show that there are unimodal fitness functions and genetic algorithm (GA) parameter settings where the GA, when initialized with a random population, will not move close to the...
Alden H. Wright, J. Neal Richter
115
Voted
HICSS
2000
IEEE
124views Biometrics» more  HICSS 2000»
15 years 4 months ago
An Empirical Study of Distribution based on Voyager: A Performance Analysis
The paper describes the model, implementation and experimental evaluation of a distributed Kohonen Neural Network application (Kohonen Application). The aim of this research is to...
Sérgio Viademonte, Frada Burstein, Fá...
140
Voted
IDMS
2000
Springer
131views Multimedia» more  IDMS 2000»
15 years 4 months ago
Spatially Aware Local Communication in the RAUM System
In this paper, we propose a new paradigm for local communication between devices in Ubiquitous Computing environments, assuming a multitude of computerized everyday appliances comm...
Felix Hupfeld, Michael Beigl
119
Voted
MA
2000
Springer
114views Communications» more  MA 2000»
15 years 4 months ago
Saving Energy and Providing Value Added Services in Intelligent Buildings: A MAS Approach
In a de-regulated market the distribution utilities will compete with added value for the customer in addition to the delivery of energy. We describe a system consisting of a colle...
Paul Davidsson, Magnus Boman