This is a preview. Log in through your library . Abstract A new algorithm for inequality constrained optimization is presented, which solves a linear programming subproblem and a quadratic subproblem ...

The center will unite mathematicians, engineers and computer scientists at Brown, NYU and Georgia Tech to tackle longstanding ...

This is a preview. Log in through your library . Abstract We propose a new algorithm for the nonlinear inequality constrained minimization problem, and prove that it generates a sequence converging to ...

The parameter vector can be subject to a set of m linear equality and inequality constraints: The coefficients a ij and right-hand sides b i of the equality and inequality constraints are collected in ...

The Constraint Reasoning and Optimization group, led by Professor Matti Järvisalo, focuses on the development and analysis of state-of-the-art decision, search, and optimization procedures, and their ...

On December 8, 2021, Kari Rantanen of the Constraint Reasoning and Optimization group successfully defended his doctoral thesis Optimization Algorithms for Learning Graphical Model Structures. M.Sc.

The parameter vector may be subject to a set of m linear equality and inequality constraints: A serious numerical problem can arise when some of the active constraints become (nearly) linearly ...