744 search results - page 1 / 149 » An Approach to Reduce the Cost of Evaluation in Evolutionary... |
IWANN
2005
Springer
13 years 10 months ago
2005
Springer
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
Evolutionary Algorithms’ (EAs’) application to real world optimization problems often involves expensive fitness function evaluation. Naturally this has a crippling effect on ...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. The paper focuses on the efficiency of the hybrid evolutionary algorithm (HEA) for solving the global optimization problem arising in electronic imaging. The particular v...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
We propose and evaluate a family of methods for converting classifier learning algorithms and classification theory into cost-sensitive algorithms and theory. The proposed conve...
ICML
1994
IEEE
13 years 8 months ago
1994
IEEE
We explore algorithms for learning classification procedures that attempt to minimize the cost of misclassifying examples. First, we consider inductive learning of classification ...