1. Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics;Berkenkamp;Machine Learning,2021
2. Nonlinear Programming;Bertsekas,2016
3. Distributed optimization and statistical learning via the alternating direction method of multipliers;Boyd;Foundations and Trends® in Machine Learning,2011
4. Browand, F., McArthur, J., and Radovich, C. (2004). Fuel saving achieved in the field test of two tandem trucks.
5. Adaptation strategies for real-time optimization;Chachuat;Computers & Chemical Engineering,2009