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» On the Brittleness of Evolutionary Algorithms
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IPL
2002
98views more  IPL 2002»
13 years 4 months ago
Evolutionary induced decision trees for dangerous software modules prediction
We study the possibility of constructing decision trees with evolutionary algorithms in order to increase their predictive accuracy. We present a self-adapting evolutionary algori...
Vili Podgorelec, Peter Kokol
EC
2002
165views ECommerce» more  EC 2002»
13 years 4 months ago
Evolutionary Algorithms for the Satisfiability Problem
Several evolutionary algorithms have been proposed for the satisfiability problem. We review the solution representations suggested in literature and choose the most promising one...
Jens Gottlieb, Elena Marchiori, Claudio Rossi
GECCO
2005
Springer
158views Optimization» more  GECCO 2005»
13 years 10 months ago
Transition models as an incremental approach for problem solving in evolutionary algorithms
This paper proposes an incremental approach for building solutions using evolutionary computation. It presents a simple evolutionary model called a Transition model in which parti...
Anne Defaweux, Tom Lenaerts, Jano I. van Hemert, J...
CORR
2010
Springer
141views Education» more  CORR 2010»
13 years 4 months ago
Agnostic Active Learning Without Constraints
We present and analyze an agnostic active learning algorithm that works without keeping a version space. This is unlike all previous approaches where a restricted set of candidate...
Alina Beygelzimer, Daniel Hsu, John Langford, Tong...