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» A Multi-level Approach to Program Synthesis
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EUROGP
2008
Springer
13 years 9 months ago
Exposing a Bias Toward Short-Length Numbers in Grammatical Evolution
Many automatically-synthesized programs have, like their hand-made counterparts, numerical parameters that need to be set properly before they can show an acceptable performance. H...
Marco Antonio Montes de Oca
GECCO
2008
Springer
120views Optimization» more  GECCO 2008»
13 years 8 months ago
Genetic programming with polymorphic types and higher-order functions
This article introduces our new approach to program representation for genetic programming (GP). We replace the usual s-expression representation scheme by a strongly-typed ion-ba...
Franck Binard, Amy P. Felty
GECCO
2008
Springer
201views Optimization» more  GECCO 2008»
13 years 8 months ago
Advanced techniques for the creation and propagation of modules in cartesian genetic programming
The choice of an appropriate hardware representation model is key to successful evolution of digital circuits. One of the most popular models is cartesian genetic programming, whi...
Paul Kaufmann, Marco Platzner
AUSSOIS
2001
Springer
14 years 7 days ago
An Augment-and-Branch-and-Cut Framework for Mixed 0-1 Programming
In recent years the branch-and-cut method, a synthesis of the classical branch-and-bound and cutting plane methods, has proven to be a highly successful approach to solving large-s...
Adam N. Letchford, Andrea Lodi
SIGSOFT
2010
ACM
13 years 5 months ago
Rethinking the economics of software engineering
Reliance on skilled developers reduces the return on investment for important software engineering tasks such as establishing program correctness. This position paper introduces a...
Todd W. Schiller, Michael D. Ernst