A Kriging-assisted Double Population Differential Evolution for Mixed-Integer Expensive Constrained Optimization Problems with Mixed Constraints.
Yuanhao LiuZan YangDanyang XuHaobo QiuLiang GaoPublished in: Swarm Evol. Comput. (2024)
Keyphrases
- constrained optimization problems
- differential evolution
- mixed integer
- mutation operator
- global optimization problems
- evolutionary algorithm
- constraint handling
- differential evolution algorithm
- convergence speed
- optimization algorithm
- linear program
- particle swarm optimization
- linear programming problems
- constrained optimization
- lot sizing
- convex hull
- genetic algorithm
- test functions
- premature convergence
- feasible solution
- hybrid algorithm
- evolutionary strategy
- particle swarm optimization pso
- optimization method
- multi objective optimization
- optimal solution
- crossover operator
- multi objective evolutionary algorithms
- continuous variables
- evolution strategy
- particle swarm
- multi objective
- genetic programming
- nsga ii
- fitness function
- linear programming
- simulated annealing
- penalty function
- particle swarm optimization algorithm
- global convergence
- computationally expensive
- evolutionary computation
- search algorithm