The two algorithms are max-product belief propagation (BP, Pearl 88) and sequential tree-reweighted max-product message passing (TRW-S, Kolmogorov 05)

markov random fields的各类优化算法及应用Optimization methods included: 1) ICM 2) Graph Cuts 3) Max-Product Belief Propagation 4) Sequential tree-reweighted message passing (TRW-S) Applications include: (1)binary (2)denoise (3)stereomatch (

一本将基于AP传播算法的半监督聚类的算方法书.对于聚类研究的很有帮助-The Uncapacitated Facility Location Prob- lem (UFLP) is one of the most widely stud- ied discrete location problems, whose appli- cations arise in a variety of settings. We tackle the UFLP using probabilisti