402 search results - page 31 / 81 » Random Search for Hyper-Parameter Optimization |
75
Voted
CEC
2010
IEEE
14 years 8 months ago
2010
IEEE
Abstract— We present a unifying framework for continuous optimization and sampling. This framework is based on Gaussian Adaptation (GaA), a search heuristic developed in the late...
87
Voted
GECCO
2005
Springer
15 years 3 months ago
2005
Springer
Various multi–objective evolutionary algorithms (MOEAs) have obtained promising results on various numerical multi– objective optimization problems. The combination with gradi...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
The capability of multi-objective evolutionary algorithms (MOEAs) to handle premature convergence is critically important when applied to real-world problems. Their highly multi-mo...
HM
2010
Springer
14 years 10 months ago
2010
Springer
The problem of designing workforce shifts and break patterns is a relevant employee scheduling problem that arises in many contexts, especially in service industries. The issue is ...
70
Voted
GECCO
2008
Springer
14 years 10 months ago
2008
Springer
We describe the application of genetic programming (GP) to a problem in pure mathematics, in the study of finite algebras. We document the production of human-competitive results...