Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization.
Javier Del SerAlejandro Barredo ArrietaNatalia Díaz RodríguezFrancisco HerreraAndreas HolzingerPublished in: CoRR (2022)
Keyphrases
- multi objective optimization
- trade off
- multi objective
- evolutionary algorithm
- genetic algorithm
- multi objective optimization problems
- pareto optimal
- differential evolution
- nsga ii
- bi objective
- multi objective genetic algorithms
- multiple objectives
- hybrid evolutionary algorithm
- multi objective genetic algorithm
- power consumption
- evolutionary computation
- pareto optimal set
- multi objective evolutionary algorithms
- pareto optimal solutions
- pareto dominance
- multi objective problems
- simulated annealing
- multi agent