Purdue faculty dedicate countless hours to exploring the frontiers of their respective fields, pushing the boundaries of knowledge and contributing to the ever-evolving landscape of academia. To ...

Artificial intelligence optimization offers a host of benefits for mechanical engineers, including faster and more accurate ...

Modeling and Solving Combinatorial Optimization Problems Using the QUBO Model A surprising development of the last few years has been the emergence of a model, called QUBO (for Quadratic Unconstrained ...

The portfolio optimization model has limited impact in practice because of estimation issues when applied to real data. To address this, we adapt two machine learning methods, regularization and cross ...

This paper provides a review and commentary on the past, present, and future of numerical optimization algorithms in the context of machine learning applications. Through case studies on text ...

NEW YORK--(BUSINESS WIRE)--Dataiku, a global Enterprise AI and machine learning platform, appeared as a Leader in the The Forrester Wave™: Multimodal Predictive Analytics and Machine Learning ...