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 ...

Addressing the importance of the algorithm design process, Deterministic Operations Research focuses on the design of solution methods for both continuous and discrete linear optimization problems.

Some 350 researchers and students from more than 50 academic and industrial institutions discussed a range of questions about data science and machine learning at the first Princeton Day of ...

Constrained optimization Quadratic and sequential quadratic programming Prerequisite CSCI 3656 or CSCI 5606, and three semesters of calculus, or consent of instructor. Text book: Jorge Nocedal and ...