Solving large-scale global optimization problems and engineering design problems using a novel biogeography-based optimization with Lévy and Brownian movements.
Ziyu ZhangYuelin GaoPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- global optimization problems
- differential evolution
- biogeography based optimization
- engineering design problems
- particle swarm optimization pso
- evolutionary algorithm
- pso algorithm
- optimization algorithm
- particle swarm optimization
- multi objective
- test functions
- hybrid algorithm
- constrained optimization problems
- optimization method
- genetic algorithm
- engineering problems
- swarm intelligence
- convergence speed
- mutation operator
- multi objective optimization
- constrained optimization
- premature convergence
- global optimization
- evolution strategy
- mixed integer
- crossover operator
- evolutionary computation
- multiobjective optimization
- search capabilities
- nsga ii
- simulated annealing
- genetic programming
- fuzzy logic
- fitness function