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GECCO
2008
Springer
110views Optimization» more  GECCO 2008»
15 years 28 days ago
Optimal sampling of genetic algorithms on polynomial regression
Tian-Li Yu, Wei-Kai Lin
EUROGP
2001
Springer
105views Optimization» more  EUROGP 2001»
15 years 4 months ago
Adaptive Genetic Programming Applied to New and Existing Simple Regression Problems
Abstract. In this paper we continue our study on adaptive genetic programming. We use Stepwise Adaptation of Weights (saw) to boost performance of a genetic programming algorithm o...
Jeroen Eggermont, Jano I. van Hemert
88
Voted
ICIP
1995
IEEE
16 years 1 months ago
Constrained monotone regression of ROC curves and histograms using splines and polynomials
Receiver operating characteristics (ROC) curves have the property that they start at (0,l) and end at (1,O) and are monotonically decreasing. Furthermore, a parametric representat...
Tapas Kanungo, D. M. Gay, Robert M. Haralick
EUROGP
2008
Springer
105views Optimization» more  EUROGP 2008»
15 years 1 months ago
A Linear Estimation-of-Distribution GP System
We present N-gram GP, an estimation of distribution algorithm for the evolution of linear computer programs. The algorithm learns and samples the joint probability distribution of...
Riccardo Poli, Nicholas Freitag McPhee