Mining Markov Network Surrogates to Explain the Results of Metaheuristic Optimisation.
Alexander E. I. BrownleeAidan WallaceDavid E. CairnsPublished in: SICSA XAI (2021)
Keyphrases
- metaheuristic
- markov networks
- genetic algorithm
- tabu search
- simulated annealing
- ant colony optimization
- scatter search
- graphical models
- optimization problems
- search space
- combinatorial optimization
- belief propagation
- maximum likelihood
- first order logic
- vehicle routing problem
- optimal solution
- bayesian inference
- iterated local search
- particle swarm optimization
- posterior probability
- text mining
- probabilistic model
- markov random field
- bayesian networks
- document classification
- hidden variables
- data mining
- evolutionary algorithm
- set of benchmark instances
- structure learning
- maximum a posteriori
- conditional random fields
- multi objective
- information retrieval