AlgoInvest&Trade

Table of Contents

1. General Info
2. How to use this repository

General Info

Designing an algorithm that will maximize the profit achieved by clients after two years of investment. The algorithm was required to provide a list of the most profitable stocks that the company should purchase to maximize a client's profit within a two-year timeframe.

• Development of a brute-force algorithm.
• Development of a recursive knapsack-type algorithm using matrices.
• Preparation of a flowchart describing the thought process underlying the optimized solution and the algorithm's limitations (edge cases).
• Creation of a diagram comparing the efficiency and performance of the optimized algorithm to the brute-force algorithm using Big-O notation, time complexity, and memory analysis.

How to use this repository

For each Python file, a different algorithm. To execute the algorithm, simply write the function in an interpreter, specifying the bank account's capacity and the list of items to process.