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» Solving Demodulation as an Optimization Problem
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132
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GECCO
2004
Springer
148views Optimization» more  GECCO 2004»
15 years 9 months ago
Evolving Local Search Heuristics for SAT Using Genetic Programming
Satisfiability testing (SAT) is a very active area of research today, with numerous real-world applications. We describe CLASS2.0, a genetic programming system for semi-automatica...
Alex S. Fukunaga
105
Voted
ICAISC
2004
Springer
15 years 9 months ago
Visualization of Hidden Node Activity in Neural Networks: II. Application to RBF Networks
Scatterograms of the images of training set vectors in the hidden space help to evaluate the quality of neural network mappings and understand internal representations created by t...
Wlodzislaw Duch
94
Voted
EUROGP
2003
Springer
15 years 8 months ago
Neutral Variations Cause Bloat in Linear GP
Abstract. In this contribution we investigate the influence of different variation effects on the growth of code. A mutation-based variant of linear GP is applied that operates ...
Markus Brameier, Wolfgang Banzhaf
131
Voted
ICCS
2003
Springer
15 years 8 months ago
A New Approach to Survivability of Connection Oriented Networks
Issues of network reliability are very important in modern computer networks. Even a short failure of a network link can cause substantial consequences. In this paper we concentrat...
Krzysztof Walkowiak
131
Voted
IDA
2003
Springer
15 years 8 months ago
Very Predictive Ngrams for Space-Limited Probabilistic Models
In sequential prediction tasks, one repeatedly tries to predict the next element in a sequence. A classical way to solve these problems is to fit an order-n Markov model to the da...
Paul R. Cohen, Charles A. Sutton