How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems.
Yuxiao HuangWenjie ZhangLiang FengXingyu WuKay Chen TanPublished in: CoRR (2024)
Keyphrases
- vehicle routing problem
- vehicle routing
- case study
- routing problem
- combinatorial optimization
- metaheuristic
- tabu search
- optimization problems
- traveling salesman problem
- np hard
- test instances
- benchmark problems
- travel time
- vehicle routing problem with time windows
- global optimization
- optimization algorithm
- waste collection
- particle swarm optimization
- memetic algorithm
- benchmark instances
- multi depot
- combinatorial optimization problems
- neighborhood search
- simulated annealing
- optimal solution
- knapsack problem
- genetic algorithm
- path relinking
- search strategies
- ant colony optimization
- greedy randomized adaptive search procedure