A Surrogate-Assisted Evolutionary Algorithm for Seeking Multiple Solutions of Expensive Multimodal Optimization Problems.
Jing-Yu JiZusheng TanSanyou ZengEric Wing Kuen See-ToMan-Leung WongPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2024)
Keyphrases
- evolutionary algorithm
- optimization problems
- benchmark problems
- genetic operators
- multi objective
- genetic algorithm
- genetic programming
- fitness function
- evolutionary computation
- simulated annealing
- differential evolution
- initial population
- multi objective optimization problems
- hyper heuristics
- evolutionary search
- multi objective optimization
- function optimization
- optimization methods
- evolution strategy
- optimization criteria
- candidate solutions
- cost function
- complex optimization problems
- discrete optimization problems
- multi modal
- constrained optimization problems
- evolutionary process
- knapsack problem
- evolutionary strategy
- metaheuristic
- optimization algorithm
- combinatorial optimization
- linear programming
- test problems
- solution space