A new hybrid AIS-GA for constrained optimization problems in mechanical engineering.
Heder S. BernardinoHelio J. C. BarbosaAfonso C. C. LemongeLeonardo Goliatt da FonsecaPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- constrained optimization problems
- mechanical engineering
- fitness function
- penalty function
- genetic algorithm ga
- evolutionary algorithm
- differential evolution
- crossover operator
- constraint handling
- genetic algorithm
- constrained optimization
- genetic programming
- equality constraints
- augmented lagrangian
- optimization problems
- mutation operator
- evolutionary computation
- objective function
- multi objective
- hybrid algorithm
- search space
- particle swarm optimization
- premature convergence
- global convergence
- hybrid genetic algorithm
- simulated annealing
- optimization method
- evolution strategy
- metaheuristic
- particle swarm optimisation
- test functions
- branch and bound
- knn
- nsga ii
- convergence speed