921 search results - page 1 / 185 » A Markov Network Based Factorized Distribution Algorithm for... |
ECML
2003
Springer
13 years 10 months ago
2003
Springer
TSP
2010
12 years 11 months ago
2010
Abstract--This work studies the near-optimality versus the complexity of distributed configuration management for wireless networks. We first develop a global probabilistic graphic...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
The key ideas behind most of the recently proposed Markov networks based EDAs were to factorise the joint probability distribution in terms of the cliques in the undirected graph....
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Markov Networks (also known as Markov Random Fields) have been proposed as a new approach to probabilistic modelling in Estimation of Distribution Algorithms (EDAs). An EDA employ...
CORR
2010
Springer
13 years 3 months ago
2010
Springer
Structured output prediction is an important machine learning problem both in theory and practice, and the max-margin Markov network (M3 N) is an effective approach. All state-of-...