{"title":"努力验证克雷洛夫复杂性","authors":"Ryu Sasaki","doi":"10.1093/ptep/ptae073","DOIUrl":null,"url":null,"abstract":"Krylov complexity is considered to provide a measure of the growth of operators evolving under Hamiltonian dynamics. The main strategy is the analysis of the structure of Krylov subspace $\\mathcal {K}_M(\\mathcal {H},\\eta )$ spanned by the multiple applications of the Liouville operator $\\mathcal {L}$ defined by the commutator in terms of a Hamiltonian $\\mathcal {H}$, $\\mathcal {L}:=[\\mathcal {H},\\cdot ]$ acting on an operator η, $\\mathcal {K}_M(\\mathcal {H},\\eta )=\\text{span}\\lbrace \\eta ,\\mathcal {L}\\eta ,\\ldots ,\\mathcal {L}^{M-1}\\eta \\rbrace$. For a given inner product ( ·, ·) of the operators, the orthonormal basis $\\lbrace \\mathcal {O}_n\\rbrace$ is constructed from $\\mathcal {O}_0=\\eta /\\sqrt{(\\eta ,\\eta )}$ by Lanczos algorithm. The moments $\\mu _m=(\\mathcal {O}_0,\\mathcal {L}^m\\mathcal {O}_0)$ are closely related to the important data {bn} called Lanczos coefficients. I present the exact and explicit expressions of the moments {μm} for 16 quantum mechanical systems which are exactly solvable both in the Schrödinger and Heisenberg pictures. The operator η is the variable of the eigenpolynomials. Among them six systems show a clear sign of ‘non-complexity’ as vanishing higher Lanczos coefficients bm = 0, m ≥ 3.","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Towards verifications of Krylov complexity\",\"authors\":\"Ryu Sasaki\",\"doi\":\"10.1093/ptep/ptae073\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Krylov complexity is considered to provide a measure of the growth of operators evolving under Hamiltonian dynamics. The main strategy is the analysis of the structure of Krylov subspace $\\\\mathcal {K}_M(\\\\mathcal {H},\\\\eta )$ spanned by the multiple applications of the Liouville operator $\\\\mathcal {L}$ defined by the commutator in terms of a Hamiltonian $\\\\mathcal {H}$, $\\\\mathcal {L}:=[\\\\mathcal {H},\\\\cdot ]$ acting on an operator η, $\\\\mathcal {K}_M(\\\\mathcal {H},\\\\eta )=\\\\text{span}\\\\lbrace \\\\eta ,\\\\mathcal {L}\\\\eta ,\\\\ldots ,\\\\mathcal {L}^{M-1}\\\\eta \\\\rbrace$. For a given inner product ( ·, ·) of the operators, the orthonormal basis $\\\\lbrace \\\\mathcal {O}_n\\\\rbrace$ is constructed from $\\\\mathcal {O}_0=\\\\eta /\\\\sqrt{(\\\\eta ,\\\\eta )}$ by Lanczos algorithm. The moments $\\\\mu _m=(\\\\mathcal {O}_0,\\\\mathcal {L}^m\\\\mathcal {O}_0)$ are closely related to the important data {bn} called Lanczos coefficients. I present the exact and explicit expressions of the moments {μm} for 16 quantum mechanical systems which are exactly solvable both in the Schrödinger and Heisenberg pictures. The operator η is the variable of the eigenpolynomials. Among them six systems show a clear sign of ‘non-complexity’ as vanishing higher Lanczos coefficients bm = 0, m ≥ 3.\",\"PeriodicalId\":3,\"journal\":{\"name\":\"ACS Applied Electronic Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2024-05-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Electronic Materials\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1093/ptep/ptae073\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1093/ptep/ptae073","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Krylov complexity is considered to provide a measure of the growth of operators evolving under Hamiltonian dynamics. The main strategy is the analysis of the structure of Krylov subspace $\mathcal {K}_M(\mathcal {H},\eta )$ spanned by the multiple applications of the Liouville operator $\mathcal {L}$ defined by the commutator in terms of a Hamiltonian $\mathcal {H}$, $\mathcal {L}:=[\mathcal {H},\cdot ]$ acting on an operator η, $\mathcal {K}_M(\mathcal {H},\eta )=\text{span}\lbrace \eta ,\mathcal {L}\eta ,\ldots ,\mathcal {L}^{M-1}\eta \rbrace$. For a given inner product ( ·, ·) of the operators, the orthonormal basis $\lbrace \mathcal {O}_n\rbrace$ is constructed from $\mathcal {O}_0=\eta /\sqrt{(\eta ,\eta )}$ by Lanczos algorithm. The moments $\mu _m=(\mathcal {O}_0,\mathcal {L}^m\mathcal {O}_0)$ are closely related to the important data {bn} called Lanczos coefficients. I present the exact and explicit expressions of the moments {μm} for 16 quantum mechanical systems which are exactly solvable both in the Schrödinger and Heisenberg pictures. The operator η is the variable of the eigenpolynomials. Among them six systems show a clear sign of ‘non-complexity’ as vanishing higher Lanczos coefficients bm = 0, m ≥ 3.