"IITM NPTEL Course: Data Science for Engineers" Single Variablle Optimization for Data Science" NPTEL Course:Optimization for Machine Learning" Optimisation for Machine Learning: Theory and ...

Virtual analysis is really the mathematics for optimization and beyond. It extends real analysis and convex analysis to address optimization, equilibrium problems, generous equations, and games.

Optimization Calculus: Slope Analysis This project focuses on the application of optimization calculus to analyze and determine optimal solutions in various financial scenarios. Specifically, it ...

Research on optimization in multi-agent systems (MASs) has contributed with a wealth of techniques to solve many of the challenges arising in a wide range of multi-agent application domains.

This paper serves as a comprehensive tutorial on applying GDMs in network optimization tasks. We delve into the strengths of GDMs, emphasizing their wide applicability across various domains, such as ...

Abstract: This talk begins by discussing the role of partial differential equation-constrained optimization in the development of digital twins. In particular, applications to identify weaknesses in ...