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[IEEE TKDE | TITS 2023] "Learning Large Neighborhood Search for Vehicle Routing in Airport Ground Handling" | "Neural Airport Ground Handling"

License: MIT License

Python 97.32% Shell 0.15% C++ 2.53%
attention-model airport-ground-handling deep-reinforcement-learning np-hard vehicle-routing-problem cplex mixed-integer-programming or-tools large-neighborhood-search

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agh's Issues

Input Data Format

Hi, thank you for your excellent work! After reading the article and the code, I am not very clear about the form of the input data?

The article mentioned "We load the map1 into SUMO [40], by which the distances between gates and the depot are calculated automatically. On top of the map, we first generate AGH instances of 20, 50 and 100 flights which are referred as AGH20, AGH50 and AGH100, respectively.โ€

As I understand it in the code, the json file is loaded, and the json file contains two dataset files: 1. ID_MAP; 2. CVRPTW. The input data is also divided into SHARED_DATA, UNSHARED_DATA and FILE_MAP.

I really don't understand but I'm curious about the form of the input content. If I wanted to use this code to do a theoretical experiment on a problem such as vrp and use self-generated data as input, the shape of the data would be: (x, y, demand), where (x, y) is the 2D coordinate. Could I directly replace the original input in the original code with the data I generate? I did not find input content such as file_map in the folder.

use SUMO to load a map

First of all ,thank you for your project.I would like to ask how you use SUMO to load a map and calculate the distance between two locations?Can you give some details, thanks.

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