A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems.
Yuanchao LiuJianchang LiuJinliang DingShangshang YangYaochu JinPublished in: IEEE Trans. Evol. Comput. (2024)
Keyphrases
- knowledge transfer
- differential evolution
- evolutionary algorithm
- optimization problems
- differential evolution algorithm
- knowledge sharing
- multi objective
- transfer learning
- mutation operator
- constrained optimization problems
- nsga ii
- multi objective optimization
- particle swarm optimization pso
- genetic algorithm
- optimization method
- metaheuristic
- fitness function
- particle swarm optimization
- mutual adaptation
- solving global optimization problems
- optimization algorithm
- cost function
- learning tasks
- genetic programming
- numerical optimization problems
- test problems
- multi objective optimization problems
- function optimization
- parameter optimization
- traveling salesman problem
- optimization methods
- global optimization problems
- real coded
- combinatorial optimization
- crossover operator
- objective function
- data mining
- simulated annealing
- information systems
- decision making
- case study
- training data
- information technology