An interval branch and bound global optimization algorithm for parameter estimation of three photovoltaic models

R Chenouard, RA El-Sehiemy - Energy Conversion and Management, 2020 - Elsevier
In this paper, an interval branch and bound algorithm is proposed to estimate the
parameters for three models of photovoltaic (PV) cells. These models are a single diode …

Construction of parametric barrier functions for dynamical systems using interval analysis

A Djaballah, A Chapoutot, M Kieffer, O Bouissou - Automatica, 2017 - Elsevier
Recently, barrier certificates have been introduced to prove the safety of continuous or
hybrid dynamical systems. A barrier certificate needs to exhibit some barrier function, which …

Interval branch-and-bound algorithms for optimization and constraint satisfaction: a survey and prospects

I Araya, V Reyes - Journal of Global Optimization, 2016 - Springer
Abstract Interval Branch and Bound algorithms are used to solve rigorously continuous
constraint satisfaction and constrained global optimization problems. In this paper, we …

A three-step methodology for dimensional tolerance synthesis of parallel manipulators

A Goldsztejn, S Caro, G Chabert - Mechanism and Machine Theory, 2016 - Elsevier
Computing the maximal pose error given an upper bound on model parameters
uncertainties, called perturbations in this paper, is challenging for parallel robots, mainly …

Computation of parametric barrier functions for dynamical systems using interval analysis

O Bouissou, A Chapoutot, A Djaballah… - 53rd IEEE Conference …, 2014 - ieeexplore.ieee.org
The formal verification of safety properties for hybrid systems is an important but challenging
problem. Recently, barrier functions have been introduced to prove safety without requiring …

Probabilistic symbolic analysis of neural networks

H Converse, A Filieri, D Gopinath… - 2020 IEEE 31st …, 2020 - ieeexplore.ieee.org
Neural networks are powerful tools for automated decision-making, with applications
ranging from image recognition to hiring decisions and safety-critical autonomous driving …

Node selection strategies in interval branch and bound algorithms

B Neveu, G Trombettoni, I Araya - Journal of Global optimization, 2016 - Springer
We present in this article new strategies for selecting nodes in interval Branch and Bound
algorithms for constrained global optimization. For a minimization problem the standard best …

A standard branch-and-bound approach for nonlinear semi-infinite problems

A Marendet, A Goldsztejn, G Chabert… - European Journal of …, 2020 - Elsevier
This paper considers nonlinear semi-infinite problems, which contain at least one semi-
infinite constraint (SIC). The standard branch-and-bound algorithm is adapted to such …

Estimating the robust domain of attraction for non-smooth systems using an interval Lyapunov equation

A Goldsztejn, G Chabert - Automatica, 2019 - Elsevier
The Lyapunov equation allows finding a quadratic Lyapunov function for an asymptotically
stable fixed point of a linear system. Applying this equation to the linearization of a nonlinear …

Hybridizing two linear relaxation techniques in interval-based solvers

I Araya, F Messine, J Ninin, G Trombettoni - Journal of Global Optimization, 2024 - Springer
In deterministic global optimization, techniques for linear relaxation of a non-convex
program are used in the lower bound calculation phase. To achieve this phase, most …