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106
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KI
2008
Springer
15 years 3 months ago
ESO: Evolutionary Self-organization in Smart-Appliances Ensembles
: This paper presents an evolutionary algorithm applicable to the task of device adjustment in smart appliances ensembles. The algorithm requires very little environmental knowledg...
Stefan Goldmann, Ralf Salomon
128
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CEC
2007
IEEE
15 years 10 months ago
Evolutionary random neural ensembles based on negative correlation learning
— This paper proposes to incorporate bootstrap of data, random feature subspace and evolutionary algorithm with negative correlation learning to automatically design accurate and...
Huanhuan Chen, Xin Yao
128
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GECCO
2007
Springer
185views Optimization» more  GECCO 2007»
15 years 10 months ago
An informed convergence accelerator for evolutionary multiobjective optimiser
A novel optimisation accelerator deploying neural network predictions and objective space direct manipulation strategies is presented. The concept of directing the search through ...
Salem F. Adra, Ian Griffin, Peter J. Fleming
ICDM
2002
IEEE
143views Data Mining» more  ICDM 2002»
15 years 8 months ago
A Hybrid Approach to Discover Bayesian Networks From Databases Using Evolutionary Programming
This paper describes a novel data mining approach that employs evolutionary programming to discover knowledge represented in Bayesian networks. There are two different approaches ...
Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung
112
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EVOW
2009
Springer
15 years 8 months ago
The Evolution of Evolutionary Software: Intelligent Rhythm Generation in Kinetic Engine
This paper presents an evolutionary music software system that generates complex rhythmic polyphony in performance. A population of rhythms is derived from analysis of source mater...
Arne Eigenfeldt