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 ...

This course offers an introduction to mathematical nonlinear optimization with applications in data science. The theoretical foundation and the fundamental algorithms for nonlinear optimization are ...

In August 2025, Guangdong Jinfu Technology Co., Ltd. applied for a patent titled "A Method and System for Training Q&A Intelligent Agent Models Based on Data Annotation Collaboration." This patent ...

In the fast-evolving field of electronic systems design, engineers are under increasing pressure to deliver innovative, high-performance products within ever ...

In operation and maintenance, which accounts for the majority of research, IoT sensors and Digital Twins enable real-time ...

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