Luis Fernando PÉREZ ARMAS, Ph.D., Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Wed, 05 Mar 2025 14:37:02 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Luis Fernando PÉREZ ARMAS, Ph.D., Author at Towards Data Science https://towardsdatascience.com 32 32 Mathematics of Love: Optimizing a Dining-Room Seating Arrangement for Weddings with Python https://towardsdatascience.com/mathematics-of-love-optimizing-a-dining-room-seating-arrangement-for-weddings-with-python-f9c57cc5c2ce/ Mon, 02 Sep 2024 14:42:54 +0000 https://towardsdatascience.com/mathematics-of-love-optimizing-a-dining-room-seating-arrangement-for-weddings-with-python-f9c57cc5c2ce/ Solving the Restricted Quadratic Multi-Knapsack Problem (RQMKP) with mathematical programming and Python

The post Mathematics of Love: Optimizing a Dining-Room Seating Arrangement for Weddings with Python appeared first on Towards Data Science.

]]> Solving a Constrained Project Scheduling Problem with Quantum Annealing https://towardsdatascience.com/solving-a-constrained-project-scheduling-problem-with-quantum-annealing-d0640e657a3b/ Tue, 20 Aug 2024 17:18:15 +0000 https://towardsdatascience.com/solving-a-constrained-project-scheduling-problem-with-quantum-annealing-d0640e657a3b/ Solving the resource constrained project scheduling problem (RCPSP) with D-Wave's hybrid constrained quadratic model (CQM)

The post Solving a Constrained Project Scheduling Problem with Quantum Annealing appeared first on Towards Data Science.

]]> How to Solve an Asset Storage Problem with Mathematical Programming https://towardsdatascience.com/how-to-solve-an-asset-storage-problem-with-mathematical-programming-3b96b7cc22d1/ Thu, 11 Jul 2024 07:39:32 +0000 https://towardsdatascience.com/how-to-solve-an-asset-storage-problem-with-mathematical-programming-3b96b7cc22d1/ Solving a two-dimensional assortment problem with Python and Gurobipy

The post How to Solve an Asset Storage Problem with Mathematical Programming appeared first on Towards Data Science.

]]> How I Created a Kaggle-Like Platform for My Students Using Streamlit and How You Can Do It as Well https://towardsdatascience.com/how-i-created-a-kaggle-like-platform-for-my-students-using-streamlit-and-how-you-can-do-it-as-well-5fd10671f559/ Thu, 20 Jun 2024 21:27:33 +0000 https://towardsdatascience.com/how-i-created-a-kaggle-like-platform-for-my-students-using-streamlit-and-how-you-can-do-it-as-well-5fd10671f559/ Gamify machine learning student projects with Streamlit and Google Sheets

The post How I Created a Kaggle-Like Platform for My Students Using Streamlit and How You Can Do It as Well appeared first on Towards Data Science.

]]> Solving a Resource Planning Problem with Mathematical Programming and Column Generation https://towardsdatascience.com/solving-a-resource-planning-problem-with-mathematical-programming-and-column-generation-07fc7dd21ca6/ Wed, 05 Jun 2024 07:24:08 +0000 https://towardsdatascience.com/solving-a-resource-planning-problem-with-mathematical-programming-and-column-generation-07fc7dd21ca6/ Solving the minimum vertex coloring problem via column generation

The post Solving a Resource Planning Problem with Mathematical Programming and Column Generation appeared first on Towards Data Science.

]]>