Towards Explainable Metaheuristics: PCA for Trajectory Mining in Evolutionary Algorithms.
Martin FyvieJohn A. W. McCallLee A. ChristiePublished in: SGAI Conf. (2021)
Keyphrases
- evolutionary algorithm
- optimization problems
- simulated annealing
- principal component analysis
- multi objective
- evolutionary computation
- metaheuristic
- genetic algorithm
- optimization method
- principal components analysis
- particle swarm optimization
- fitness function
- differential evolution
- differential evolution algorithm
- high dimensional
- principal components
- combinatorial optimization
- genetic programming
- itemsets
- tabu search
- data mining
- benchmark problems
- evolution strategy
- multi objective optimization
- dimensionality reduction
- trajectory data
- frequent patterns
- independent component analysis
- frequent itemsets
- knowledge discovery
- face recognition
- pattern mining
- sequential patterns
- web mining
- feature space
- data streams
- movement patterns
- location prediction