Research on probabilistic methods for control system design

被引：124

作者：

Calafiore, Giuseppe C. ^{[2
]}

Dabbene, Fabrizio ^{[1
]}

Tempo, Roberto ^{[1
]}

机构：

[1] Politecn Torino, IEIIT CNR, I-10129 Turin, Italy

[2] Politecn Torino, Dipartimento Automat & Informat, I-10129 Turin, Italy

来源：

AUTOMATICA | 2011年 / 47卷 / 07期

关键词：

Randomized algorithms; Control of uncertain systems; Optimization; CLASSICAL ROBUSTNESS MARGINS; CUTTING PLANE METHOD; RANDOMIZED ALGORITHMS; MONTE-CARLO; APPROXIMATE FEASIBILITY; UNIFORM-DISTRIBUTION; PERFORMANCE; BOUNDS; OPTIMIZATION; CONVERGENCE;

D O I：

10.1016/j.automatica.2011.02.029

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

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 objective of this paper is to provide a broad perspective on this area of research known as "probabilistic robust control", and to address in a systematic manner recent advances. The focal point is on design methods, based on the interplay between uncertainty randomization and convex optimization, and on the illustration of specific control applications. (C) 2011 Elsevier Ltd. All rights reserved.

引用

页码：1279 / 1293

页数：15

共 104 条

[1] Probabilistic reachability and safety for controlled discrete time stochastic hybrid systems
Abate, Alessandro
Prandini, Maria
Lygeros, John
Sastry, Shankar
[J]. AUTOMATICA, 2008, 44 (11) : 2724 - 2734
[2] Abdallah CT, 2001, KYBERNETIKA, V37, P355
[3] Alamo T, 2010, LECT NOTES CONTR INF, V398, P39
[4] Randomized Strategies for Probabilistic Solutions of Uncertain Feasibility and Optimization Problems
Alamo, Teodoro
Tempo, Roberto
Camacho, Eduardo F.
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (11) : 2545 - 2559
[5] A probably approximately correct framework to estimate performance degradation in embedded systems
Alippi, C
[J]. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2002, 21 (07) : 749 - 762
[6] Randomized algorithms: A system-level, poly-time analysis of robust computation
Alippi, C
[J]. IEEE TRANSACTIONS ON COMPUTERS, 2002, 51 (07) : 740 - 749
[7] Randomized algorithms for stability and robustness analysis of high-speed communication networks
Alpcan, T
Basar, T
Tempo, R
[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2005, 16 (05): : 1229 - 1241
[8] [Anonymous], IEEE T AUTOMATIC CON
[9] [Anonymous], IEEE T CIRCUITS SY 1
[10] [Anonymous], 1977, Matekon: Translations of Russian and East European Mathematical Economics

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