845 search results - page 1 / 169 » A Graphical Model for Evolutionary Optimization |
EC
2008
13 years 4 months ago
2008
We present a statistical model of empirical optimization that admits the creation of algorithms with explicit and intuitively defined desiderata. Because No Free Lunch theorems di...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
This paper compares three common evolutionary algorithms and our modified GA, a Distributed Adaptive Genetic Algorithm (DAGA). The optimal approach is sought to adapt, in near rea...
CGI
1999
IEEE
13 years 9 months ago
1999
IEEE
This paper focuses on an approach to modeling shapes through the use of evolutionary optimization or genetic algorithms for functionally represented geometric objects. This repres...
APSEC
2004
IEEE
13 years 8 months ago
2004
IEEE
The notion of partial and evolutionary specification has gained attention both in research and industry in the last years. While many people regard this just as a process issue, w...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
Abstract— We recast the problem of unconstrained continuous evolutionary optimization as inference in a fixed graphical model. This approach allows us to address several pervasi...