Article (Scientific journals)
Equivalence of Linear Complementarity Problems: Theory and Application to Nonsmooth Bifurcations
Miranda-Villatoro, Felix A; Castanos, Fernando; Franci, Alessio
2023In IEEE Transactions on Automatic Control, p. 1 - 12
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Keywords :
Behavioral sciences; Bifurcation; Bifurcations; Control systems; Control theory; Limit-cycles; linear complementarity problems; nonsmooth dynamics; piecewise linear equations; Steady-state; Transistors; Bifurcation (mathematics); Equations of state; Equivalence classes; Piecewise linear techniques; Behavioral science; Limit-cycle; Linear complementarity problems; Non-smooth dynamics; Piecewise linear; Piecewise linear equation; Piecewise-linear; Steady state; Behavioral research
Abstract :
[en] Linear complementarity problems provide a powerful framework to model nonsmooth phenomena in dynamical control systems. Mimicking the general strategy that led to the foundation of bifurcation theory in smooth maps, we introduce a novel notion of equivalence between linear complementarity problems that sets the basis for a theory of bifurcations in a large class of nonsmooth maps, including steady-state bifurcations in linear complementarity systems. Our definition leads to constructive algebraic conditions for identifying and classifying the nonsmooth singularities associated with nonsmooth bifurcations. We thoroughly illustrate our theory on an extended applied example and on the identification and classification of all possible equivalence classes in two-dimensional linear complementarity problems. IEEE
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Author, co-author :
Miranda-Villatoro, Felix A
Castanos, Fernando
Franci, Alessio  ;  Université de Liège - ULiège > Département d'électricité, électronique et informatique (Institut Montefiore) > Brain-Inspired Computing
Language :
English
Title :
Equivalence of Linear Complementarity Problems: Theory and Application to Nonsmooth Bifurcations
Publication date :
2023
Journal title :
IEEE Transactions on Automatic Control
ISSN :
0018-9286
Publisher :
Institute of Electrical and Electronics Engineers Inc.
Pages :
1 - 12
Peer reviewed :
Peer Reviewed verified by ORBi
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since 02 July 2024

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