An enhanced monarch butterfly optimization with self-adaptive crossover operator for unconstrained and constrained optimization problems.
Mingyang ChenPublished in: Nat. Comput. (2021)
Keyphrases
- constrained optimization problems
- crossover operator
- unconstrained optimization problems
- constrained optimization
- optimization problems
- evolutionary algorithm
- constraint handling
- function optimization
- differential evolution
- mutation operator
- genetic algorithm
- global convergence
- augmented lagrangian
- fitness function
- penalty function
- uniform design
- traveling salesman problem
- genetic algorithm ga
- equality constraints
- genetic operators
- optimization algorithm
- optimization method
- crossover and mutation operators
- real coded genetic algorithms
- multi objective
- genetic programming
- global optimization
- nsga ii
- convergence speed
- objective function
- explore the search space
- premature convergence
- np hard
- test functions
- evolutionary computation
- neural network
- search algorithm
- mathematical model
- lagrange multipliers
- swarm intelligence
- optimization methods
- multi objective optimization
- particle swarm
- evolution strategy
- test problems