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» Evolutionary multiobjective optimization
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IJON
2006
127views more  IJON 2006»
15 years 1 months ago
Evolved neural networks based on cellular automata for sensory-motor controller
Constructing the controller of a mobile robot has several issues to be addressed: how to automate behavior generation procedure, how to insert available domain knowledge effective...
Kyung-Joong Kim, Sung-Bae Cho
EC
2002
111views ECommerce» more  EC 2002»
15 years 1 months ago
Fitness Landscapes and Evolvability
In this paper, we develop techniques based on evolvability statistics of the fitness landscape surrounding sampled solutions. Averaging the measures over a sample of equal fitness...
Tom Smith, Phil Husbands, Paul J. Layzell, Michael...
SIAMCOMP
1998
111views more  SIAMCOMP 1998»
15 years 1 months ago
Computing the Local Consensus of Trees
The inference of consensus from a set of evolutionary trees is a fundamental problem in a number of fields such as biology and historical linguistics, and many models for inferrin...
Sampath Kannan, Tandy Warnow
115
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GECCO
2010
Springer
230views Optimization» more  GECCO 2010»
15 years 6 months ago
Exponential natural evolution strategies
The family of natural evolution strategies (NES) offers a principled approach to real-valued evolutionary optimization by following the natural gradient of the expected fitness....
Tobias Glasmachers, Tom Schaul, Yi Sun, Daan Wiers...
DAC
2008
ACM
16 years 2 months ago
SystemCoDesigner: automatic design space exploration and rapid prototyping from behavioral models
SystemCoDesigner is an ESL tool developed at the University of Erlangen-Nuremberg, Germany. SystemCoDesigner offers a fast design space exploration and rapid prototyping of behavi...
Christian Haubelt, Thomas Schlichter, Joachim Kein...