Скачать или смотреть Elvenar Cauldron Optimizer | CS50x Final Project

This video presents my CS50x Final Project: Elvenar Cauldron Optimizer.

Elvenar is a city-building strategy game with a probabilistic mechanic called the Magic Cauldron, where players combine ingredients to obtain different effects. The game does not disclose the underlying formula, which leads players to rely on trial and error.

In this project, I derived and validated a mathematical model of the Cauldron based on observed in-game behavior and built a web application that uses optimization techniques to recommend ingredient recipes that maximize desired effects under constraints.

The application is implemented using Python and Flask, uses SQL for persistence, and is deployed as a live web app on Render.

This video includes a brief explanation of the problem and a live demonstration showing how the web app’s results correspond to the in-game Cauldron.

web application: https://cauldron-optimizer.onrender.com