Research
Our research activities benefit from the interplay between theory and application, and fall into two types:
- Fundamental advances in the area of optimization theory, algorithms, and software.
- Comprehensive solutions to important and fundamental problems involving biological, chemical, and engineering systems.
Our main research results have included:
- Global optimization algorithms and the BARON software. This work has won the 2004 INFORMS Computing Society Prize and the 2006 Beale-Orchard-Hays Prize from the Mathematical Programming Society.
- Novel algorithms for informatics problems in biology, chemistry, and medicine.
- The first analytical investigations in process synthesis and operations.
Global Optimization
Developing an all-purpose, rigorous global optimization methodology for continuous, integer, and mixed integer nonlinear programs
Informatics
Advanced informatics technology through chemical, biological, and medical sciences
Process Synthesis and Operations
Is it possible to introduce rigor in the use and practice of heuristics?