Constrained evolutionary optimization based on reinforcement learning using the objective function and constraints.
Zhenzhen HuWenyin GongPublished in: Knowl. Based Syst. (2022)
Keyphrases
- evolutionary optimization
- objective function
- multi objective
- reinforcement learning
- constrained optimization
- genetic optimization
- lagrange multipliers
- penalty function
- constraint handling
- genetic algorithm
- function approximation
- constrained problems
- cost function
- structural design
- linear constraints
- reinforcement learning algorithms
- optimization problems
- optimal solution
- hard constraints
- state space
- artificial neural networks
- pattern recognition
- decision variables
- feasible solution
- user defined constraints
- constrained optimization problems
- constraint programming
- constraint satisfaction
- linear programming
- fuzzy sets
- lower bound
- artificial intelligence