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» Automatic Programming of Robots Using Genetic Programming
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GECCO
2008
Springer
141views Optimization» more  GECCO 2008»
15 years 3 months ago
Managing team-based problem solving with symbiotic bid-based genetic programming
Bid-based Genetic Programming (GP) provides an elegant mechanism for facilitating cooperative problem decomposition without an a priori specification of the number of team member...
Peter Lichodzijewski, Malcolm I. Heywood
117
Voted
FLAIRS
2007
15 years 4 months ago
Automated Search for the Quantitative Laws Affecting CO2 Fugacity in Sea Water
To describe and explain the world, scientists search for equations that quantify relations among relevant variables. We wanted to assist these efforts by a computer program inspir...
Kasun Wickramaratna, Miroslav Kubat, Peter Minnett
EUROGP
2009
Springer
149views Optimization» more  EUROGP 2009»
15 years 9 months ago
Adaptation, Performance and Vapnik-Chervonenkis Dimension of Straight Line Programs
Abstract. We discuss here empirical comparation between model selection methods based on Linear Genetic Programming. Two statistical methods are compared: model selection based on ...
José Luis Montaña, César Luis...
110
Voted
ECML
1997
Springer
15 years 6 months ago
Ibots Learn Genuine Team Solutions
\Ibots" (Integrating roBOTS) is a computer experiment in group learning. It is designed to understand how to use reinforcement learning to program automatically a team of robo...
Cristina Versino, Luca Maria Gambardella
128
Voted
GECCO
2007
Springer
144views Optimization» more  GECCO 2007»
15 years 6 months ago
The reliability of confidence intervals for computational effort comparisons
This paper analyses the reliability of confidence intervals for Koza's computational effort statistic. First, we conclude that dependence between the observed minimum generat...
Matthew Walker, Howard Edwards, Chris H. Messom