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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
BIOCOMP
2006
15 years 3 months ago
Using Neural Nets to Estimate Evolutionary Parameters
- The rapid growth in the amount of molecular genetic data being collected will, in many cases, require the development of new analytic methods for the analysis of that data. In th...
Chi-Chiang Lee, Paul Marjoram
GECCO
2007
Springer
168views Optimization» more  GECCO 2007»
15 years 8 months ago
Rigorous analyses of simple diversity mechanisms
It is widely assumed and observed in experiments that the use of diversity mechanisms in evolutionary algorithms may have a great impact on its running time. Up to now there is no...
Tobias Friedrich, Nils Hebbinghaus, Frank Neumann
130
Voted
EUSFLAT
2009
137views Fuzzy Logic» more  EUSFLAT 2009»
14 years 11 months ago
Evolutionary Robot Vision and Fuzzy Evaluation for Natural Communication of Partner Robots
This paper proposes a method of evolutionary robot vision based on a steady-state genetic algorithm and fuzzy evaluation. In order to improve the communication capability of human-...
Akihiro Yorita, Naoyuki Kubota
115
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GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
15 years 8 months ago
Effects of the use of non-geometric binary crossover on evolutionary multiobjective optimization
In the design of evolutionary multiobjective optimization (EMO) algorithms, it is important to strike a balance between diversity and convergence. Traditional mask-based crossover...
Hisao Ishibuchi, Yusuke Nojima, Noritaka Tsukamoto...