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» Sustaining diversity using behavioral information distance
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GECCO
2009
Springer
104views Optimization» more  GECCO 2009»
13 years 11 months ago
Sustaining diversity using behavioral information distance
Conventional similarity metrics used to sustain diversity in evolving populations are not well suited to sequential decision tasks. Genotypes and phenotypic structure are poor pre...
Faustino J. Gomez
GECCO
2010
Springer
151views Optimization» more  GECCO 2010»
13 years 9 months ago
Sustaining behavioral diversity in NEAT
Niching schemes, which sustain population diversity and let an evolutionary population avoid premature convergence, have been extensively studied in the research field of evoluti...
Hirotaka Moriguchi, Shinichi Honiden
ICONIP
2007
13 years 6 months ago
Diverse Evolutionary Neural Networks Based on Information Theory
There is no consensus on measuring distances between two different neural network architectures. Two folds of methods are used for that purpose: Structural and behavioral distance ...
Kyung-Joong Kim, Sung-Bae Cho
IJON
2008
116views more  IJON 2008»
13 years 4 months ago
Evolutionary ensemble of diverse artificial neural networks using speciation
Recently, many researchers have designed neural network architectures with evolutionary algorithms but most of them have used only the fittest solution of the last generation. To ...
Kyung-Joong Kim, Sung-Bae Cho
ACMDIS
2010
ACM
13 years 1 months ago
Design requirements for ambient display that supports sustainable lifestyle
People are ready to change themselves to adopt more ecofriendly habits such as conserving electricity when they are aware of the possible problems of their lifestyle. In this sens...
Tanyoung Kim, Hwajung Hong, Brian Magerko