The scenario approach for systems and control design

MC Campi, S Garatti, M Prandini - Annual Reviews in Control, 2009 - Elsevier
The 'scenario approach'is an innovative technology that has been introduced to solve
convex optimization problems with an infinite number of constraints, a class of problems …

Linear parameter-varying and time-delay systems

C Briat - Analysis, observation, filtering & control, 2014 - Springer
This book provides an introduction to the analysis and control of linear parametervarying
systems, time-delay systems, and their interactions. The purpose is to give the readers some …

[ΒΙΒΛΙΟ][B] Model-based fault diagnosis techniques: design schemes, algorithms, and tools

SX Ding - 2008 - books.google.com
A most critical and important issue surrounding the design of automatic control systems with
the successively increasing complexity is guaranteeing a high system performance over a …

The scenario approach to robust control design

GC Calafiore, MC Campi - IEEE Transactions on automatic …, 2006 - ieeexplore.ieee.org
This paper proposes a new probabilistic solution framework for robust control analysis and
synthesis problems that can be expressed in the form of minimization of a linear objective …

[ΒΙΒΛΙΟ][B] The Control Handbook (three volume set)

WS Levine - 2018 - taylorfrancis.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …

[ΒΙΒΛΙΟ][B] Randomized algorithms for analysis and control of uncertain systems: with applications

R Tempo, G Calafiore, F Dabbene - 2013 - Springer
The presence of uncertainty in a system description has always been a critical issue in
control. The main objective of Randomized Algorithms for Analysis and Control of Uncertain …

A sampling-and-discarding approach to chance-constrained optimization: feasibility and optimality

MC Campi, S Garatti - Journal of optimization theory and applications, 2011 - Springer
In this paper, we study the link between a Chance-Constrained optimization Problem (CCP)
and its sample counterpart (SP). SP has a finite number, say N, of sampled constraints …

The exact feasibility of randomized solutions of uncertain convex programs

MC Campi, S Garatti - SIAM Journal on Optimization, 2008 - SIAM
Many optimization problems are naturally delivered in an uncertain framework, and one
would like to exercise prudence against the uncertainty elements present in the problem. In …

[ΒΙΒΛΙΟ][B] The control systems handbook: control system advanced methods

WS Levine - 2018 - books.google.com
At publication, The Control Handbook immediately became the definitive resource that
engineers working with modern control systems required. Among its many accolades, that …

Research on probabilistic methods for control system design

GC Calafiore, F Dabbene, R Tempo - Automatica, 2011 - Elsevier
A novel approach based on probability and randomization has emerged to synergize with
the standard deterministic methods for control of systems with uncertainty. The main …