Simulation of Processes with Finite Capacities

This repository contains the supplementary materials for the paper "Simulation of Processes with Finite Capacities".

Overview

This repository provides the simulation models, event logs, and analysis scripts.

Structure

• /models: Contains the AnyLogic Project source file (.alp). Note: You need to have the AnyLogic software installed to open and inspect this file locally. Inside the project, the Main agent contains the infinite-capacity model, and the MainFinite agent contains the finite-capacity model. Additionally, there is a .txt file containing a link to the AnyLogic Cloud where the project is uploaded, allowing you to view it without installing the software. Note: The Cloud version only displays the Simulation: Main experiment.
• /logs: Contains the event logs generated by simulating both the infinite- and finite-capacity models.
• /scripts: Contains the Python script used to compute the performance measures per replication, aggregate the statistics across all replications per model, and compute the Welch confidence interval per performance measure.
• /results: Contains the output CSV files produced by running the script.

How to Reproduce the Analysis

1. Install Dependencies

Ensure you have Python installed (version 3.14.4 or compatible). You can install the required libraries using either pip or conda.

Using pip:

pip install -r requirements.txt

Using conda:

conda install --file requirements.txt

2. Run the Script

cd scripts
python analysis.py