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» An Analysis of Automatic Subroutine Discovery in Genetic Pro...
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ICML
1994
IEEE
13 years 10 months ago
Hierarchical Self-Organization in Genetic programming
This paper presents an approach to automatic discovery of functions in Genetic Programming. The approach is based on discovery of useful building blocks by analyzing the evolution...
Justinian P. Rosca, Dana H. Ballard
PLDI
2009
ACM
14 years 7 months ago
Automatic generation of library bindings using static analysis
High-level languages are growing in popularity. However, decades of C software development have produced large libraries of fast, timetested, meritorious code that are impractical...
Tristan Ravitch, Steve Jackson, Eric Aderhold, Ben...
GECCO
2008
Springer
110views Optimization» more  GECCO 2008»
13 years 7 months ago
Genetic programming for finite algebras
We describe the application of genetic programming (GP) to a problem in pure mathematics, in the study of finite algebras. We document the production of human-competitive results...
Lee Spector, David M. Clark, Ian Lindsay, Bradford...

Book
270views
15 years 2 months ago
A Field Guide To Genetic Programming
"GP is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas...
Riccardo Poli, William B. Langdon, Nicholas Freit...
HICSS
2010
IEEE
185views Biometrics» more  HICSS 2010»
14 years 1 months ago
Concurrent Architecture for Automated Malware Classification
This paper introduces a new architecture for automating the generalization of program structure and the recognition of common patterns in the area of malware analysis. By using ma...
Timothy Daly, Luanne Burns