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FLAIRS
2000
13 years 10 months ago
Systematic Treatment of Failures Using Multilayer Perceptrons
This paper discusses the empirical evaluation of improving generalization performance of neural networks by systematic treatment of training and test failures. As a result of syst...
Fadzilah Siraj, Derek Partridge
IJCAI
1997
13 years 10 months ago
High Performance ATP Systems by Combining Several AI Methods
We present a design for an automated theorem prover that controls its search based on ideas from several areas of artificial intelligence (AI). The combination of case-based reaso...
Jörg Denzinger, Marc Fuchs, Matthias Fuchs
AAAI
1996
13 years 10 months ago
Source Selection for Analogical Reasoning: An Empirical Approach
of it suffer from a number of limitations, including: The effectiveness of an analogical reasoner depends upon its ability to select a relevant analogical source. In many problem d...
William A. Stubblefield, George F. Luger
ICEC
1996
81views more  ICEC 1996»
13 years 10 months ago
A Self-Adaptive Approach to Representation Shifts in Cultural Algorithms
Abstract - The paper describes how a formal model of selfadaptation [Angeline, 1995] can be expressed in terms of Cultural Algorithms. A particular form of self-adaptation concerns...
Robert G. Reynolds, Chan-Jin Chung
WCE
2007
13 years 10 months ago
Neural Networks for Optimal Control of Aircraft Landing Systems
Abstract—In this work we present a variational formulation for a multilayer perceptron neural network. With this formulation any learning task for the neural network is defined ...
Kevin Lau, Roberto Lopez, Eugenio Oñate