ahmedheakl commited on
Commit
5a8dc2f
1 Parent(s): 0601732

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +64 -0
README.md CHANGED
@@ -1,3 +1,67 @@
1
  ---
2
  license: mit
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: mit
3
+ task_categories:
4
+ - reinforcement-learning
5
+ tags:
6
+ - operational
7
+ size_categories:
8
+ - 10K<n<100K
9
  ---
10
+ # VRP Benchmarks
11
+
12
+ This repository contains a benchmark dataset for the Vehicle Routing Problem (VRP), designed to closely mimic real-world scenarios by replicating realistic distributions of data.
13
+
14
+ ## Overview
15
+
16
+ The Vehicle Routing Problem is a complex optimization challenge in logistics and transportation. Our benchmark provides a comprehensive dataset that researchers and practitioners can use to test and compare different VRP algorithms and solutions.
17
+
18
+ ## Key Features
19
+
20
+ - Realistic data distributions
21
+ - Varied problem instances
22
+ - Comprehensive metadata
23
+ - Easy integration with popular VRP solvers
24
+
25
+ ## Dataset
26
+
27
+ Our dataset is generated to closely resemble real-life scenarios. It includes:
28
+
29
+ - Customer locations
30
+ - Demand quantities
31
+ - Time windows
32
+ - Vehicle capacities
33
+ - Depot locations
34
+
35
+ The data generation process takes into account various factors such as population density, traffic patterns, and typical business distributions to create a highly realistic benchmark.
36
+
37
+ ## Usage
38
+
39
+ To use this benchmark:
40
+
41
+ 1. Clone the repository:
42
+ ```
43
+ git clone https://github.com/ahmedheakl/vrp-benchmarks.git
44
+ ```
45
+
46
+ 2. Install the required dependencies (list them here or refer to a requirements file)
47
+
48
+ 3. Load the dataset using your preferred VRP solver or algorithm
49
+
50
+ 4. Run your experiments and compare results with other solutions
51
+
52
+
53
+ ## Citation
54
+
55
+ If you use this benchmark in your research, please cite it as follows:
56
+
57
+ ```
58
+ [Add citation information here]
59
+ ```
60
+
61
+ ## License
62
+
63
+ This project is licensed under the [MIT License] - see the [LICENSE.md](LICENSE.md) file for details.
64
+
65
+ ## Contact
66
+
67
+ For questions or feedback, please open an issue in this repository or contact [Ahmed Heakl] at [ahmed.heakl@mbzuai.ac.ae].