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» An Algorithmic Chemistry for Genetic Programming
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ICANN
2007
Springer
15 years 6 months ago
Selection of Decision Stumps in Bagging Ensembles
Abstract. This article presents a comprehensive study of different ensemble pruning techniques applied to a bagging ensemble composed of decision stumps. Six different ensemble p...
Gonzalo Martínez-Muñoz, Daniel Hern&...
69
Voted
ICANNGA
2007
Springer
153views Algorithms» more  ICANNGA 2007»
15 years 6 months ago
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem
This paper describes a new technique for automatically developing Artificial Neural Networks (ANNs) by means of an Evolutionary Computation (EC) tool, called Genetic Programming (G...
Daniel Rivero, Juan R. Rabuñal, Julian Dora...
GECCO
2005
Springer
196views Optimization» more  GECCO 2005»
15 years 5 months ago
Providing information from the environment for growing electronic circuits through polymorphic gates
This paper deals with the evolutionary design of programs (constructors) that are able to create (n+2)-input circuits from n-input circuits. The growing circuits are composed of p...
Michal Bidlo, Lukás Sekanina
75
Voted
KES
2005
Springer
15 years 5 months ago
Optimal Remediation Design in Groundwater Systems by Intelligent Techniques
Abstract. This research develops an optimal planning model for pump-treatinject based groundwater remediation systems. Optimizing the design of the pump-treat-inject system is a no...
Hone-Jay Chu, Chin-Tsai Hsiao, Liang-Cheng Chang
EH
2003
IEEE
247views Hardware» more  EH 2003»
15 years 5 months ago
Evolvable Building Blocks for Analog Fuzzy Logic Controllers
This work discusses the use of an Evolvable Hardware (EHW) platform in the synthesis of analog electronic circuits for Fuzzy Logic Controllers. A Fuzzy Logic Controller (FLC) is d...
Jorge Luís Machado do Amaral, José F...