Improving NSGA-II with an Adaptive Mutation Operator
Arthur Gonçalves CarvalhoAluizio F. R. AraújoPublished in: CoRR (2013)
Keyphrases
- mutation operator
- nsga ii
- multi objective
- evolutionary algorithm
- multi objective optimization
- test problems
- premature convergence
- optimization algorithm
- differential evolution
- multiobjective evolutionary algorithm
- crossover operator
- multiobjective optimization
- pareto optimal
- optimization problems
- genetic algorithm
- optimal solution
- evolutionary programming
- evolutionary multiobjective optimization
- multi objective differential evolution
- uniform design
- multi objective optimisation
- knapsack problem
- evolutionary multiobjective
- fitness function
- genetic operators
- multi objective optimization problems
- multi objective evolutionary algorithms
- benchmark problems
- constrained multi objective optimization problems
- evolutionary strategy
- bi objective
- convergence rate
- initial population
- hybrid genetic algorithm
- particle swarm optimisation
- optimization method
- multiple objectives
- evolutionary computation
- genetic programming
- branch and bound algorithm
- simulated annealing
- solution quality
- computational intelligence