Bi-objective Discrete Graphical Model Optimization.
Samuel BuchetDavid AlloucheSimon de GivryThomas SchiexPublished in: CPAIOR (1) (2024)
Keyphrases
- graphical models
- bi objective
- multiple objectives
- belief propagation
- probabilistic model
- probabilistic graphical models
- random variables
- probabilistic inference
- multi objective
- conditional random fields
- approximate inference
- bayesian networks
- efficient solutions
- multi objective optimization
- map inference
- optimization problems
- factor graphs
- markov networks
- structure learning
- optimization algorithm
- belief networks
- conditional independence
- network design
- exact inference
- knapsack problem
- conditional dependencies
- shortest path problem
- message passing
- combinatorial optimization
- ant colony optimization
- evolutionary algorithm