نتایج جستجو برای: reachable set analysis

تعداد نتایج: 3307769  

2010
Bernard Boigelot Louis Bronne Stéphane Rassart

This paper addresses the exact computation of the set of reachable states of a strongly linear hybrid system. It proposes an approach that is an extension of classical state-space exploration. This approach uses a new operation, based on a cycle analysis in the control graph of the system, for generating sets of reachable states, as well as a powerful representation system for sets of values. T...

2017
Bai Xue Peter Nazier Mosaad Martin Fränzle Mingshuai Chen Yangjia Li Naijun Zhan

Delays in feedback control loop, as induced by networked distributed control schemes, may have detrimental effects on control performance. This induces an interest in safety verification of delay differential equations (DDEs) used as a model of embedded control. This article explores reachable-set computation for a class of DDEs featuring a local homeomorphism property. This topological propert...

Journal: :Journal of Mathematical Analysis and Applications 1979

Journal: :SIAM Journal on Control and Optimization 2018

Journal: :Transactions of the Institute of Systems, Control and Information Engineers 2019

Journal: :CoRR 2018
Weiming Xiang Hoang-Dung Tran Joel A. Rosenfeld Taylor T. Johnson

In this work, the reachable set estimation and safety verification problems for a class of piecewise linear systems equipped with neural network controllers are addressed. The neural network is considered to consist of Rectified Linear Unit (ReLU) activation functions. A layer-by-layer approach is developed for the output reachable set computation of ReLU neural networks. The computation is for...

Journal: :IEEE Trans. Automat. Contr. 2002
Antonio Bicchi Alessia Marigo Benedetto Piccoli

In this paper, we study control systems whose input sets are quantized, i.e., finite or regularly distributed on a mesh. We specifically focus on problems relating to the structure of the reachable set of such systems, which may turn out to be either dense or discrete. We report results on the reachable set of linear quantized systems, and on a particular but interesting class of nonlinear syst...

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