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Krylov complexity

Krylov complexity
Krylov complexity
We introduce and review a new complexity measure, called `Krylov complexity', which takes its origins in the field of quantum-chaotic dynamics, serving as a canonical measure of operator growth and spreading. Krylov complexity, underpinned by the Lanczos algorithm, has since evolved into a highly diverse field of its own right, both because of its attractive features as a complexity, whose definition does not depend on arbitrary control parameters, and whose phenomenology serves as a rich and sensitive probe of chaotic dynamics up to exponentially late times, but also because of its relevance to seemingly far-afield subjects such as holographic dualities and the quantum physics of black holes. In this review we give a unified perspective on these topics, emphasizing the robust and most general features of K-complexity, both in chaotic and integrable systems, state and prove theorems on its generic features and describe how it is geometrised in the context of (dual) gravitational dynamics. We hope that this review will serve both as a source of intuition about K-complexity in and of itself, as well as a resource for researchers trying to gain an overview over what is by now a rather large and multi-faceted literature. We also mention and discuss a number of open problems related to K-complexity, underlining its currently very active status as a field of research.
hep-th, cond-mat.str-el, quant-ph
arXiv
Rabinovici, Eliezer
f97c4550-c0ad-4837-a529-42387151ea9d
Sánchez-Garrido, Adrián
6add42c4-992e-455c-a098-f26e85168537
Shir, Ruth
80e05c9b-9440-4c4d-a5b8-95cebfaa32f3
Sonner, Julian
1d2008de-dbc3-4231-95e6-a3d2ec93d3c1
Rabinovici, Eliezer
f97c4550-c0ad-4837-a529-42387151ea9d
Sánchez-Garrido, Adrián
6add42c4-992e-455c-a098-f26e85168537
Shir, Ruth
80e05c9b-9440-4c4d-a5b8-95cebfaa32f3
Sonner, Julian
1d2008de-dbc3-4231-95e6-a3d2ec93d3c1

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Abstract

We introduce and review a new complexity measure, called `Krylov complexity', which takes its origins in the field of quantum-chaotic dynamics, serving as a canonical measure of operator growth and spreading. Krylov complexity, underpinned by the Lanczos algorithm, has since evolved into a highly diverse field of its own right, both because of its attractive features as a complexity, whose definition does not depend on arbitrary control parameters, and whose phenomenology serves as a rich and sensitive probe of chaotic dynamics up to exponentially late times, but also because of its relevance to seemingly far-afield subjects such as holographic dualities and the quantum physics of black holes. In this review we give a unified perspective on these topics, emphasizing the robust and most general features of K-complexity, both in chaotic and integrable systems, state and prove theorems on its generic features and describe how it is geometrised in the context of (dual) gravitational dynamics. We hope that this review will serve both as a source of intuition about K-complexity in and of itself, as well as a resource for researchers trying to gain an overview over what is by now a rather large and multi-faceted literature. We also mention and discuss a number of open problems related to K-complexity, underlining its currently very active status as a field of research.

Text
2507.06286v1 - Author's Original
Available under License Creative Commons Attribution.
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More information

Submitted date: 8 July 2025
Additional Information: 90 pages, many figures. This is a review article. Please don't hesitate to get in touch if you have any comments, especially on citations
Keywords: hep-th, cond-mat.str-el, quant-ph

Identifiers

Local EPrints ID: 505515
URI: http://eprints.soton.ac.uk/id/eprint/505515
PURE UUID: 2e73bc00-fad2-43f7-a8e1-6d7bb1ddba26
ORCID for Adrián Sánchez-Garrido: ORCID iD orcid.org/0000-0003-2313-5859

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Date deposited: 10 Oct 2025 17:10
Last modified: 11 Oct 2025 02:22

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Contributors

Author: Eliezer Rabinovici
Author: Adrián Sánchez-Garrido ORCID iD
Author: Ruth Shir
Author: Julian Sonner

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