2 papers
cs.MS2001
GPCG: A Case Study in the Performance and Scalability of Optimization Algorithms
Steven J. Benson, Lois Curfman McInnes, Jorge J. Moré
GPCG is an algorithm within the Toolkit for Advanced Optimization (TAO) for solving bound constrained, convex quadratic problems. Originally developed by More' and Toraldo, this al…
cs.MS2001
Automatic Differentiation Tools in Optimization Software
Jorge J. Moré
We discuss the role of automatic differentiation tools in optimization software. We emphasize issues that are important to large-scale optimization and that have proved useful in t…