Neural Combinatorial Optimization on Heterogeneous Graphs: An Application to the Picker Routing Problem in Mixed-shelves Warehouses.
Laurin LuttmannLin XiePublished in: ICAPS (2024)
Keyphrases
- combinatorial optimization
- routing problem
- vehicle routing problem
- traveling salesman problem
- graph theory
- metaheuristic
- combinatorial optimization problems
- simulated annealing
- combinatorial problems
- supply chain
- branch and bound
- travel time
- branch and bound algorithm
- optimization problems
- hard combinatorial optimization problems
- routing algorithm
- neural network
- shortest path
- data warehouse
- objective function
- scatter search
- multicommodity flow
- tabu search
- evolutionary algorithm
- weighted graph
- directed graph
- anomaly detection
- np hard
- optimal solution
- genetic algorithm
- data mining