Multi-objective optimization for greenhouse light environment using Gaussian mixture model and an improved NSGA-II algorithm.
Tan LiuQingyun YuanXiaoming DingYonggang WangDapeng ZhangPublished in: Comput. Electron. Agric. (2023)
Keyphrases
- multi objective optimization
- multi objective
- multi objective optimization problems
- nsga ii
- optimization algorithm
- evolutionary algorithm
- gaussian mixture model
- expectation maximization
- optimal solution
- multi objective evolutionary algorithms
- bi objective
- multiobjective evolutionary algorithm
- test problems
- objective function
- pareto optimal
- pareto optimal solutions
- pareto set
- knapsack problem
- genetic algorithm
- pareto optimal set
- dynamic programming
- em algorithm
- computational complexity
- multiobjective optimization
- pareto dominance
- differential evolution
- cost function
- multi objective genetic algorithm
- probabilistic model
- constrained multi objective optimization problems
- multi objective problems
- search space
- worst case
- mixture model
- computational efficiency
- min max
- simulated annealing
- multiple objectives