Performance of NSGA-III on Multi-objective Combinatorial Optimization Problems Heavily Depends on Its Implementations.
Cheng GongYang NanLie Meng PangHisao IshibuchiQingfu ZhangPublished in: GECCO (2024)
Keyphrases
- combinatorial optimization problems
- multi objective
- optimization problems
- evolutionary algorithm
- metaheuristic
- knapsack problem
- combinatorial optimization
- discrete optimization
- particle swarm optimization
- ant colony optimization
- objective function
- optimization algorithm
- multi objective optimization
- genetic algorithm
- multiple objectives
- test problems
- nsga ii
- shortest path problem
- traveling salesman problem
- job shop scheduling problem
- min cost
- multi objective evolutionary algorithms
- estimation of distribution algorithms
- conflicting objectives
- multi objective evolutionary
- multi objective optimization problems
- job shop scheduling
- evolutionary computation
- pareto optimal
- trade off
- cost function
- exact algorithms
- vehicle routing problem
- benchmark problems
- minmax regret