Multi-Objective Constrained Optimization for Energy Applications via Tree Ensembles.
Alexander ThebeltCalvin TsayRobert M. LeeNathan Sudermann-MerxDavid WalzTom TranterRuth MisenerPublished in: CoRR (2021)
Keyphrases
- constrained optimization
- multi objective
- tree ensembles
- objective function
- engineering design problems
- random forests
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- constrained optimization problems
- constraint handling
- penalty function
- multiple objectives
- unconstrained optimization
- interval analysis
- lagrange multipliers
- evolutionary optimization
- penalty functions
- particle swarm optimization
- genetic algorithm
- optimization problems
- machine learning
- iterative methods
- decision trees
- neural network
- differential evolution
- conformal prediction
- random forest
- genetic programming
- search algorithm
- nsga ii
- optimal solution