Performance of Lognormal Probability Distribution in Crossover Operator of NSGA-II Algorithm.
K. V. R. B. PrasadPravin M. SingruPublished in: SEAL (2010)
Keyphrases
- optimization algorithm
- nsga ii
- probability distribution
- crossover operator
- optimal solution
- evolutionary algorithm
- test problems
- np hard
- objective function
- function optimization
- dynamic programming
- constrained multi objective optimization problems
- uniform design
- genetic operators
- convergence rate
- optimization problems
- cost function
- multi objective
- search space
- computational complexity
- benchmark problems
- computational efficiency
- convex hull
- computationally efficient
- step size
- particle swarm optimization algorithm
- genetic algorithm
- explore the search space
- neural network