An improved NSGA-III algorithm with adaptive mutation operator for Big Data optimization problems.
Jiao-Hong YiSuash DebJunyu DongAmir Hossein AlaviGai-Ge WangPublished in: Future Gener. Comput. Syst. (2018)
Keyphrases
- big data
- cost function
- optimization problems
- evolutionary algorithm
- convergence rate
- objective function
- computational complexity
- particle swarm optimization
- simulated annealing
- dynamic programming
- premature convergence
- mutation operator
- multi objective
- search space
- data mining
- optimization algorithm
- metaheuristic
- differential evolution
- optimal solution
- e learning
- database
- user interface
- linear programming
- business intelligence
- combinatorial optimization
- particle swarm