55 search results - page 7 / 11 » Optimal Sampling and Speed-Up for Genetic Algorithms on the ... |
DMIN
2006
13 years 8 months ago
2006
Discovering accurate and interesting classification rules is a significant task in the post-processing stage of a data mining (DM) process. Therefore, an optimization problem exis...
CEC
2005
IEEE
14 years 1 months ago
2005
IEEE
Abstract- The Pareto optimal solutions to a multiobjective optimization problem often distribute very regularly in both the decision space and the objective space. Most existing ev...
GECCO
2004
Springer
14 years 23 days ago
2004
Springer
Abstract. Microarrays allow simultaneous measurement of the expression levels of thousands of genes in cells under different physiological or disease states. Because the number of...
AAAI
1998
13 years 8 months ago
1998
Probabilistic models have recently been utilized for the optimization of large combinatorial search problems. However, complex probabilistic models that attempt to capture interpa...
GECCO
2008
Springer
13 years 8 months ago
2008
Springer
This paper investigates how the Univariate Marginal Distribution Algorithm (UMDA) behaves in non-stationary environments when engaging in sampling and selection strategies designe...