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## About
NFOpt (Network Flow Optimizer) is a tool designed to optimize network flow by setting up problems as Linear Programming (LP) minimization problems.
-The optimizer can generate a baseline using uniform path splitting ratios for traffic, while available optimization models (average utilization, maximum utilization, and squared utilization) yield optimized ratios.
+The optimizer can generate a baseline using uniform path splitting ratios for traffic, while available optimization models (average utilization, maximum utilization, and squared utilization) yield optimized ratios and utilization.
+Additionally, it can also be used to solve a multi-commodity flow problem over the network resulting in new optimized paths and their respective ratios.
## Features
- Generates baseline with uniform path splitting ratios
@@ -46,8 +49,7 @@ The optimizer can generate a baseline using uniform path splitting ratios for tr
### Prerequisites
- [Python 3.x](https://www.python.org/downloads/)
- [Poetry](https://python-poetry.org/docs/)
-
-> a Gurobi license might be required depending on the size of the network
+- A [Gurobi](https://www.gurobi.com/) license
### Installation
1. Clone the repository:
@@ -67,7 +69,7 @@ The optimizer can generate a baseline using uniform path splitting ratios for tr
Before you can start using the tool, ensure the following steps are completed:
1. **Data Formatting:** Make sure your data is formatted according to the examples provided in the `sample-data` directory.
-2. **Environment Variables:** Set the environment variable for the data directory correctly in the `variables.env` file. You can use the `variables.env-example` file as a reference for the required environment variables and their values. Rename `variables.env-example` to `.env` and update it with the appropriate information.
+2. **Environment Variables:** Set the environment variable for the data directory correctly in the `variables.env` file.
You can use the `variables.env-example` file as a reference for the required environment variables and their values.
Rename `variables.env-example` to `.env` and update it with the appropriate information.
### Usage
- Running baseline calculations:
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