SAPIAS concept: towards an independent self-adaptive per-instance algorithm selection for metaheuristics.
Mohamed Amine El MajdouliPublished in: GECCO (Companion) (2019)
Keyphrases
- learning algorithm
- detection algorithm
- selection algorithm
- experimental evaluation
- worst case
- improved algorithm
- dynamic programming
- preprocessing
- optimal solution
- search space
- k means
- high accuracy
- computationally efficient
- optimization algorithm
- linear programming
- neural network
- computational complexity
- significant improvement
- similarity measure
- times faster
- hybrid algorithms
- computational cost
- scatter search
- selection strategy
- feature selection
- convergence rate
- optimization method
- matching algorithm
- tree structure
- reinforcement learning
- cost function
- expectation maximization
- np hard