<ul><li>A new method called CL-GPGLS has been proposed to improve the learning process for large-scale Vehicle Routing Problems.</li><li>CL-GPGLS integrates Curriculum Learning (CL) into the Genetic Programming Guided Local Search (GPGLS) method.</li><li>This approach uses a predefined curriculum to introduce training instances progressively, starting with simpler tasks and gradually increasing complexity.</li><li>Extensive experiments have shown that CL-GPGLS outperforms three baseline methods in solving large-scale VRP effectively.</li></ul>

Curriculum Learning in Genetic Programming Guided Local Search for Large-scale Vehicle Routing Problems

Discover more