Overcome the Difficulties of NSGA-II via Truthful Crowding Distance with Theoretical Guarantees.
Weijie ZhengBenjamin DoerrPublished in: CoRR (2024)
Keyphrases
- theoretical guarantees
- nsga ii
- multi objective
- multi objective optimization
- evolutionary algorithm
- multiobjective evolutionary algorithm
- test problems
- multiobjective optimization
- pareto optimal
- optimization algorithm
- optimization problems
- evolutionary multiobjective optimization
- evolutionary multiobjective
- multi objective differential evolution
- differential evolution
- worst case
- multi objective optimization problems
- fitness function
- multi objective evolutionary algorithms
- bi objective
- multi objective optimisation
- constrained multi objective optimization problems
- optimal solution
- uniform design
- knapsack problem
- crossover operator
- multi objective problems
- objective function
- genetic algorithm
- fixed point
- particle swarm optimization
- genetic programming
- neural network
- min max
- multi criteria
- multiple objectives
- benchmark problems
- pareto frontier
- strength pareto evolutionary algorithm
- evolutionary computation