arXiv Open Access 2025

Structural Identifiability and Discrete Symmetries

Xabier Rey Barreiro Nick Baberuxki Meskerem Abebaw Mebratie Alejandro F. Villaverde Werner M. Seiler

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Abstrak

We discuss the use of symmetries for analysing the structural identifiability and observability of control systems. Special emphasis is put on the role of discrete symmetries, in contrast to the more commonly studied continuous or Lie symmetries. We argue that discrete symmetries are the origin of parameters which are structurally locally identifiable, but not globally. We exploit this fact to present a methodology for structural identifiability analysis that detects such parameters and characterizes the symmetries in which they are involved. We demonstrate the use of our methodology by applying it to four case studies.

Topik & Kata Kunci

math.DS math.OC

Penulis (5)

Xabier Rey Barreiro

Nick Baberuxki

Meskerem Abebaw Mebratie

Alejandro F. Villaverde

Werner M. Seiler

Format Sitasi

APA MLA BibTeX

Barreiro, X.R., Baberuxki, N., Mebratie, M.A., Villaverde, A.F., Seiler, W.M. (2025). Structural Identifiability and Discrete Symmetries. https://arxiv.org/abs/2507.19884

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓