Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms.
Thomas GaborLenz BelznerThomy PhanKyrill SchmidPublished in: CoRR (2018)
Keyphrases
- evolutionary algorithm
- population diversity
- multi objective
- evolutionary computation
- optimization problems
- genetic programming
- evolutionary process
- multi objective optimization
- differential evolution
- simulated annealing
- differential evolution algorithm
- evolution strategy
- premature convergence
- planning problems
- ai planning
- mutation operator
- blocks world
- nsga ii
- fitness function
- decision support
- planning domains
- heuristic search
- goal oriented
- mixed initiative
- domain specific
- genetic algorithm
- evolutionary search
- web services