Fitness landscape analysis to understand and predict algorithm performance for single- and multi-objective optimization.
Bilel DerbelSébastien VérelPublished in: GECCO Companion (2020)
Keyphrases
- multi objective optimization
- search space
- evolutionary algorithm
- multi objective
- optimal solution
- cost function
- optimization algorithm
- multi objective evolutionary algorithms
- particle swarm optimizer
- multi objective optimization problems
- objective function
- fitness landscape
- crossover and mutation
- estimation of distribution algorithms
- min max
- parameter settings
- computational efficiency
- dynamic programming
- np hard
- lower bound