Validation of a solution model for the optimization of a binary batch distillation column. - C. Welz; Balakumar Srinivasan; Alejandro G. Marchetti; Dominique Bonvin; N. L. Ricker (ACC, 2005)

Modifier-adaptation methodology for real-time optimization. - Alejandro G. Marchetti (2009)

On the links between real-time optimization, neighboring-extremal control, and self-optimizing control. - Alejandro G. Marchetti; David A. R. Zumoffen (ECC, 2013)

A new dual modifier-adaptation approach for iterative process optimization with inaccurate models. - Alejandro G. Marchetti (Comput. Chem. Eng., 2013)

Optimal load sharing of parallel compressors via modifier adaptation. - Predrag Milosavljevic; Andrea Cortinovis; Alejandro G. Marchetti; Timm Faulwasser; Mehmet Mercangöz; Dominique Bonvin (CCA, 2016)

Time-optimal path-following operation in the presence of uncertainty. - Predrag Milosavljevic; Timm Faulwasser; Alejandro G. Marchetti; Dominique Bonvin (ECC, 2016)

Extension of modifier adaptation for controlled plants using static open-loop models. - Grégory François; Sean P. Costello; Alejandro G. Marchetti; Dominique Bonvin (Comput. Chem. Eng., 2016)

Modifier adaptation with guaranteed feasibility in the presence of gradient uncertainty. - Alejandro G. Marchetti; Martand Singhal; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2017)

Active directional modifier adaptation for real-time optimization. - Martand Singhal; Alejandro G. Marchetti; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2018)

Analysis of output modifier adaptation for real-time optimization. - Aris Papasavvas; Tafarel de Avila Ferreira; Alejandro G. Marchetti; Dominique Bonvin (Comput. Chem. Eng., 2019)

A note on efficient computation of privileged directions in modifier adaptation. - Martand Singhal; Alejandro G. Marchetti; Timm Faulwasser; Dominique Bonvin (Comput. Chem. Eng., 2020)

Feasibility in real-time optimization under model uncertainty. The use of Lipschitz bounds. - Alejandro G. Marchetti (Comput. Chem. Eng., 2022)

On improving the efficiency of modifier adaptation via directional information. - Diogo Rodrigues; Alejandro G. Marchetti; Dominique Bonvin (Comput. Chem. Eng., 2022)

Interpolation-Based Gradient-Error Bounds for Use in Derivative-Free Optimization of Noisy Functions. - Alejandro G. Marchetti; Dominique Bonvin (CoRR, 2025)