A random forest assisted evolutionary algorithm using competitive neighborhood search for expensive constrained combinatorial optimization.
Lei HanHanding WangPublished in: Memetic Comput. (2021)
Keyphrases
- combinatorial optimization
- random forest
- neighborhood search
- evolutionary algorithm
- simulated annealing
- traveling salesman problem
- optimization problems
- metaheuristic
- multi objective
- evolutionary computation
- vehicle routing problem
- path relinking
- branch and bound algorithm
- decision trees
- combinatorial optimization problems
- branch and bound
- genetic algorithm
- tabu search
- benchmark problems
- feature set
- combinatorial problems
- differential evolution
- multi objective optimization
- fitness function
- solution quality
- ensemble methods
- genetic programming
- search procedure
- multi label
- optimization method
- mathematical programming
- genetic algorithm ga
- memetic algorithm
- ant colony optimization
- variable neighborhood search
- particle swarm optimization pso
- single machine scheduling problem
- nature inspired
- crossover operator
- job shop scheduling problem
- base classifiers
- knapsack problem
- exact algorithms