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» An Introduction to Evolutionary Programming
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GECCO
2004
Springer
134views Optimization» more  GECCO 2004»
15 years 5 months ago
Combining a Memetic Algorithm with Integer Programming to Solve the Prize-Collecting Steiner Tree Problem
The prize-collecting Steiner tree problem on a graph with edge costs and vertex profits asks for a subtree minimizing the sum of the total cost of all edges in the subtree plus th...
Gunnar W. Klau, Ivana Ljubic, Andreas Moser, Petra...
BMCBI
2007
144views more  BMCBI 2007»
14 years 12 months ago
Motif kernel generated by genetic programming improves remote homology and fold detection
Background: Protein remote homology detection is a central problem in computational biology. Most recent methods train support vector machines to discriminate between related and ...
Tony Håndstad, Arne J. H. Hestnes, Pål...
CEC
2009
IEEE
15 years 6 months ago
Representation and structural biases in CGP
— An evolutionary algorithm automatically discovers suitable solutions to a problem, which may lie anywhere in a large search space of candidate solutions. In the case of Genetic...
Andrew J. Payne, Susan Stepney
GECCO
2010
Springer
150views Optimization» more  GECCO 2010»
15 years 4 months ago
Object-level recombination of commodity applications
This paper presents ObjRecombGA, a genetic algorithm framework for recombining related programs at the object file level. A genetic algorithm guides the selection of object file...
Blair Foster, Anil Somayaji
TOOLS
1999
IEEE
15 years 4 months ago
Design and Evolution of Software Architecture in Practice
With special focus on software architectural issues, we report from the first two major phases of a software development project. Our experience suggests that explicit focus on so...
Michael Christensen, Christian Heide Damm, Klaus M...