80 search results - page 1 / 16 » A Hierarchical Approach to Learning the Boolean Multiplexer ... |
FOGA
1990
13 years 5 months ago
1990
This paper describes the recently developed genetic programming paradigm which genetically breeds populations of computer programs to solve problems. In genetic programming, the i...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
Recently, studies with the XCS classifier system on Boolean functions have shown that in certain types of functions simple crossover operators can lead to disruption and, conseque...
PROPERTYTESTING
2010
13 years 2 months ago
2010
We give a high-level survey of the "testing by implicit learning" paradigm, and explain some of the property testing results for various Boolean function classes that ha...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
We analyze skewing, an approach that has been empirically observed to enable greedy decision tree learners to learn "difficult" Boolean functions, such as parity, in the...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
The representation used by a learning algorithm introduces a bias which is more or less well-suited to any given learning problem. It is well known that, across all possible probl...