23 citations · 61 across the 6 of their papers we have counts for
6 papers
Lipschitz constants in experimental optimization
Gene A. Bunin, Grégory François
The Lipschitz constant of a response surface function upper bounds the sensitivity of a dependent variable to changes in the independent ones. Traditionally, such constants have fo…
Feasible-side global convergence in experimental optimization
Gene A. Bunin, Grégory François, Dominique Bonvin
We propose a canonical form of the experimental optimization problem and review the state-of-the-art methods to solve it. As guarantees of global convergence to an optimal point vi…
On linear and quadratic Lipschitz bounds for twice continuously differentiable functions
Gene A. Bunin, Grégory François, Dominique Bonvin
Lower and upper bounds for a given function are important in many mathematical and engineering contexts, where they often serve as a base for both analysis and application. In this…
Implementation techniques for the SCFO experimental optimization framework
Gene A. Bunin, Grégory François, Dominique Bonvin
The material presented in this document is intended as a comprehensive, implementation-oriented supplement to the experimental optimization framework presented in a companion docum…
Sufficient Conditions for Feasibility and Optimality of Real-Time Optimization Schemes - I. Theoretical Foundations
Gene A. Bunin, Grégory François, Dominique Bonvin
The idea of iterative process optimization based on collected output measurements, or "real-time optimization" (RTO), has gained much prominence in recent decades, with many RTO al…
Sufficient Conditions for Feasibility and Optimality of Real-Time Optimization Schemes - II. Implementation Issues
Gene A. Bunin, Grégory François, Dominique Bonvin
The idea of iterative process optimization based on collected output measurements, or "real-time optimization" (RTO), has gained much prominence in recent decades, with many RTO al…