Name
Title | ||
|---|---|---|
Analysis of the Min-Sum Algorithm for Packing and Covering Problems via Linear Programming |
Abstract | ||
|---|---|---|
Message-passing algorithms based on belief-propagation (BP) are successfully used in many applications, including decoding error correcting codes and solving constraint satisfaction and inference problems. The BP-based algorithms operate over graph representations, called factor graphs, that are used to model the input. Although in many cases, the BP-based algorithms exhibit impressive empirical r... |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1109/TIT.2015.2466598 | IEEE Transactions on Information Theory |
Keywords | Field | DocType |
Heuristic algorithms,Linear programming,Inference algorithms,Dynamic programming,Optimization,Bipartite graph,Oscillators | Linear programming,Set packing,Criss-cross algorithm,Covering problems,Factor graph,Approximation algorithm,Discrete mathematics,Constraint satisfaction,Combinatorics,Mathematical optimization,Constraint programming,Algorithm,Mathematics | Journal |
Volume | Issue | ISSN |
61 | 10 | 0018-9448 |
Citations | PageRank | References |
2 | 0.37 | 15 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Guy Even | 1 | 1194 | 136.90 |
| Nissim Halabi | 2 | 8 | 3.58 |