Insights Operations Research

LightGBM (Light Gradient Boosting Machine) is a machine learning framework developed by Microsoft for building highly accurate predictive models on structured and tabular datasets . It belongs to the family of Gradient Boosting Decision...

Forecasting is the art and science of predicting future events based on past and present data . In business and operations, accurate forecasts enable better decision-making, from supply chain planning and capacity management to financial...

Operations Research (OR) models are powerful. They can unlock massive efficiency gains, uncover hidden value, and guide better decisions. Yet many promising prototypes never make it into real-world use. Why? Because turning a mathematical...

Artificial Intelligence (AI) and Machine Learning (ML) dominate today's tech headlines. At the same time, Operations Research (OR) continues to quietly drive decision-making in industries from logistics to finance. Are these two worlds in...

When most people open a web app, a mobile game, or a business tool, they don't think about mathematical optimization . Yet beneath the surface, many of these systems are quietly solving (or approximating) tough optimization problems that...

In the world of decision-making, two powerful tools often appear side by side: optimization and simulation . Each shines in its own way - but when combined, they become far more than the sum of their parts. Optimization: Searching for the...