Linear Matrix Inequalities in System and Control Theory

E451068

"Linear Matrix Inequalities in System and Control Theory" is a foundational monograph that systematically develops the theory and applications of linear matrix inequalities for analysis and design in modern control engineering.

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Predicate Object
instanceOf book
scientific monograph
approach convex optimization-based control design
audience graduate students in control engineering
practicing control engineers
researchers in systems and control
author Eric Feron NERFINISHED
Laurent El Ghaoui NERFINISHED
Stephen Boyd NERFINISHED
Venkataramanan Balakrishnan NERFINISHED
classification SIAM Studies in Applied Mathematics NERFINISHED
contains applications to linear systems
applications to robust and uncertain systems
numerical aspects of solving LMIs
theoretical foundations of LMIs
contribution systematic development of LMI theory for control
translation of control specifications into LMIs
unified framework for many classical control problems
field control theory
convex optimization
linear matrix inequalities
systems theory
focus analysis and design of control systems using LMIs
influencedField convex methods in signal processing
modern robust control design
optimization-based control
language English
publicationYear 1994
publisher SIAM NERFINISHED
Society for Industrial and Applied Mathematics NERFINISHED
status foundational reference in LMI-based control
topic H-infinity control
Lyapunov stability
controller synthesis
convex optimization methods in control
dissipativity
linear matrix inequalities
model predictive control foundations
observer design
robust control
semidefinite programming in control
state-space methods
usedFor formulating control problems as semidefinite programs
performance optimization of control systems
stability analysis via LMIs
synthesis of state-feedback and output-feedback controllers

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Stephen P. Boyd notableWork Linear Matrix Inequalities in System and Control Theory