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168
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EUROGP
1998
Springer
113views Optimization» more  EUROGP 1998»
15 years 7 months ago
Fitness Causes Bloat: Mutation
The problem of evolving, using mutation, an artificial ant to follow the Santa Fe trail is used to study the well known genetic programming feature of growth in solution length. Kn...
William B. Langdon, Riccardo Poli
168
Voted
CASES
2007
ACM
15 years 6 months ago
Compiler generation from structural architecture descriptions
With increasing complexity of modern embedded systems, the availability of highly optimizing compilers becomes more and more important. At the same time, application specific inst...
Florian Brandner, Dietmar Ebner, Andreas Krall
143
Voted
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
15 years 6 months ago
A GP neutral function for the artificial ANT problem
This paper introduces a function that increases the amount of neutrality (inactive code in Genetic Programming) for the Artificial Ant Problem. The objective of this approach is t...
Esteban Ricalde, Katya Rodríguez-Váz...
120
Voted
GECCO
2006
Springer
124views Optimization» more  GECCO 2006»
15 years 6 months ago
On evolving buffer overflow attacks using genetic programming
In this work, we employed genetic programming to evolve a "white hat" attacker; that is to say, we evolve variants of an attack with the objective of providing better de...
Hilmi Günes Kayacik, Malcolm I. Heywood, A. N...
GECCO
2006
Springer
162views Optimization» more  GECCO 2006»
15 years 6 months ago
Algebraic simplification of GP programs during evolution
Program bloat is a fundamental problem in the field of Genetic Programming (GP). Exponential growth of redundant and functionally useless sections of programs can quickly overcome...
Phillip Wong, Mengjie Zhang