7 search results - page 1 / 2 » A Non-Linear Schema Theorem for Genetic Algorithms |
GECCO
2000
Springer
13 years 8 months ago
2000
Springer
We generalize Holland's Schema Theorem to the setting that genes are arranged, not necessarily in a linear sequence, but as the nodes in a connected graph. We have experiment...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
By applying the schema theorem, we study the effects of crossover in Genetic Algorithms with the multiplicative fitness function. On this landscape, the analytical expression of ...
EC
1998
13 years 4 months ago
1998
In this paper we first review the main results obtained in the theory of schemata in Genetic Programming (GP) emphasising their strengths and weaknesses. Then we propose a new, s...
FOGA
1994
13 years 6 months ago
1994
Holland's Schema Theorem is widely taken to be the foundation for explanations of the power of genetic algorithms (GAs). Yet some dissent has been expressed as to its implica...
GECCO
2009
Springer
13 years 11 months ago
2009
Springer
When an optimization problem is encoded using genetic algorithms, one must address issues of population size, crossover and mutation operators and probabilities, stopping criteria...