Pierre-Jean Meyer

(Author)

Interval Reachability Analysis: Bounding Trajectories of Uncertain Systems with Boxes for Control and Verification (2021)Paperback - 2021, 21 January 2021

Interval Reachability Analysis: Bounding Trajectories of Uncertain Systems with Boxes for Control and Verification (2021)
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Part of Series
Springerbriefs in Electrical and Computer Engineering
Part of Series
Springerbriefs in Control, Automation and Robotics
Print Length
112 pages
Language
English
Publisher
Springer
Date Published
21 Jan 2021
ISBN-10
3030651096
ISBN-13
9783030651091

Description

This brief presents a suite of computationally efficient methods for bounding trajectories of dynamical systems with multi-dimensional intervals, or 'boxes'. It explains the importance of bounding trajectories for evaluating the robustness of systems in the face of parametric uncertainty, and for verification or control synthesis problems with respect to safety and reachability properties. The methods presented make use of:

  • interval analysis;
  • monotonicity theory;
  • contraction theory; and
  • data-driven techniques that sample trajectories.

The methods are implemented in an accompanying open-source Toolbox for Interval Reachability Analysis.

This brief provides a tutorial description of each method, focusing on the requirements and trade-offs relevant to the user, requiring only basic background on dynamical systems. The second part of the brief describes applications of interval reachability analysis. This makes the brief of interest to a wide range of academic researchers, graduate students, and practising engineers in the field of control and verification.

Product Details

Authors:
Pierre-Jean MeyerAlex DevonportMurat Arcak
Book Edition:
2021
Book Format:
Paperback
Country of Origin:
NL
Date Published:
21 January 2021
Dimensions:
23.39 x 15.6 x 0.66 cm
ISBN-10:
3030651096
ISBN-13:
9783030651091
Language:
English
Location:
Cham
Pages:
112
Publisher:
Weight:
185.97 gm

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