348 search results - page 6 / 70 » Reduced computation for evolutionary optimization in noisy e... |
GECCO
2006
Springer
13 years 10 months ago
2006
Springer
We propose a hybrid algorithm (called ALPINE) between Genetic Algorithm and Dantzig's Simplex method to approximate optimal solutions for the Flexible Job-Shop Problem. Local...
PR
2008
13 years 6 months ago
2008
Prototype selection problem consists of reducing the size of databases by removing samples that are considered noisy or not influential on nearest neighbour classification tasks. ...
ICNC
2005
Springer
14 years 6 days ago
2005
Springer
Abstract. Small populations are very desirable for reducing the required computational resources in evolutionary optimization of complex real-world problems. Unfortunately, the sea...
EMO
2005
Springer
14 years 7 days ago
2005
Springer
Abstract. Multi-objective evolutionary algorithms (MOEAs) have proven to be a powerful tool for global optimization purposes of deterministic problem functions. Yet, in many real-w...
CEC
2007
IEEE
14 years 1 months ago
2007
IEEE
— This paper deals with the optimization of noisy fitness functions, where the noise level can be reduced by increasing the computational effort. We theoretically investigate th...