Retrospective on optimization

By Lorenz T. Biegler, Ignacio E. Grossmann. Computers and Chemical Engineering, 2004

591 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Numerical Analysis

View Paper: https://www.semanticscholar.org/paper/a7d69dc58df5e7c8bf47f7a7469455081a532d0f

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Control and Systems Engineering

1. Chao Ning
2. Fengqi You

Citations in the corpus

• Parameter estimation for differential equations: a generalized smoothing approach (2007, unknown): “There is a large literature on numerical methods for solving constrained optimization problems, under which parameter estimation usually falls; see Biegler and Grossman (2004) for an excellent overview.”
• Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming (2019, background): “Optimization applications abound in many areas of science and engineering [1-3].”