A machine learning framework for neighbor generation in metaheuristic search.
Defeng LiuVincent PerreaultAlain HertzAndrea LodiPublished in: Frontiers Appl. Math. Stat. (2023)
Keyphrases
- metaheuristic
- search space
- search methods
- solution space
- tabu search
- ant colony optimization
- scatter search
- variable neighborhood search
- simulated annealing
- search algorithm
- optimization problems
- combinatorial optimization
- combinatorial problems
- path relinking
- search procedures
- search strategy
- optimal solution
- nature inspired
- iterated local search
- vehicle routing problem
- explore the search space
- benchmark instances
- hybrid metaheuristic
- genetic algorithm
- metaheuristic algorithms
- set of benchmark instances
- suboptimal solutions
- search procedure
- multi start
- harmony search
- neural network