Estimates for the Resolvent and Spectral Gaps for Non Self-Adjoint Operators

Total Page:16

File Type:pdf, Size:1020Kb

Estimates for the Resolvent and Spectral Gaps for Non Self-Adjoint Operators Estimates for the resolvent and spectral gaps for non self-adjoint operators Vesselin Petkov University Bordeaux Mathematics Days in Sofia, July 9, 2014 Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 1 / 29 Outline 1. Holomorphic functions without zeros in a strip. 2. Estimates for (I + B(z))−1. 3. The cut-off resolvent and the scattering operator. 4. Spectral gap for generators of semigroupes. 5. Dynamical zeta function. Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 2 / 29 1. Holomorphic functions without zeros in a strip 1. Holomorphic functions without zeros in a strip We start with the following question. Let f (z) be a holomorphic function in + C = {z ∈ C : Im z > 0} such that for some α ≥ 0, C > 0, M ∈ N we have M α Im z |f (z)| ≤ C(1 + |z|) e , z ∈ C+. (1) i Assume that f (z) 6= 0 in the strip 0 < Im z < 1 and consider z = x + 2 . What is the 1 optimal estimate for |f (x+i/2)| . Theorem 1 (Borichev, -P.) + Let f (z) be a holomorphic function in C satisfying (1). Assume that f (z) 6= 0 for 0 < Im z < 1. Then log |f (x + i/2)| lim = 0. (2) |x|→∞ x 2 It is clear that (2) implies for every 0 < 1 the estimate 1 2 ≤ C e|x| , x ∈ . |f (x + i/2)| R Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 3 / 29 1. Holomorphic functions without zeros in a strip f (z)eiαz Considering the function F (z) = C(z+i)M , we reduce the proof to the case when |f (z)| ≤ 1 in C+. Then G(z) = log(1/|f (z)|) is a positive harmonic function for 0 < Im z < 1. If for some x > 1 we have G(x + i/2) ≥ cx 2, c > 0, then by Harnack inequality we get 1 1 G(x + t + i/2) ≥ c cx 2, − ≤ t ≤ , c > 0. 1 4 4 1 Thus if log |f (x + i/2)| lim inf = −c < 0, |x|→∞ x 2 we can find a sequence of points xn ∈ R, |xn+1| > |xn| + 1, n ≥ 0 so that Z xn+1/4 1 dy log 2 ≥ c2c > 0 xn−1/4 |f (y + i/2)| 1 + y and then Z +∞ 1 dy log 2 = +∞. −∞ |f (y + i/2)| 1 + y ∞ + This contradicts the standard theorem for functions in H (C ) and we obtain the result. Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 4 / 29 1. Holomorphic functions without zeros in a strip Remark 1 + The assertion of Theorem 1 holds for holomorphic functions f (z) in C for which we have f (z) 6= 0 for 0 < Im z < 1 and M |f (x)| ≤ C(1 + |x|) , ∀x ∈ R, α|z| |f (z)| ≤ Ce , α ≥ 0, ∀z ∈ C+. In fact we can consider the function f (z)eiαz g(z) = (z + i)M and apply the Phragm´en-Lindel¨ofprinciple in the first and the the second quadrant of C to conclude that g(z) is bounded in C+. Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 5 / 29 1. Holomorphic functions without zeros in a strip To verify that the result of Theorem 1 is rather sharp, we establish the following Proposition 1 (Borichev, -P.) Let ρ(x) be a positive function such that limx→∞ ρ(x) = 0. Then there exists a + holomorphic function B(z) in C without zeros in the domain {z ∈ C : 0 < Im z < 1} such that log |B(x + i/2)| lim inf < 0. x→∞ ρ(x)x 2 This estimate means that there exists α > 0 so that for some sequence xn, |xn| → ∞ we have 1 2 ≥ Ceαρ(xn)|xn| . |B(xn + i/2)| Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 6 / 29 1. Holomorphic functions without zeros in a strip Proof. We choose two sequences xn → ∞, xn ≥ 1 and kn ∈ N, n ≥ 1 so that 2 kn ≥ ρ(xn)xn , n ≥ 1, (3) X kn 2 < ∞. (4) xn n≥1 Next we set zn = xn + i, n ≥ 1 and consider Blaschke product 2 k Y“ |zn + 1| z − zn ” n B(z) = 2 · . zn + 1 z − z¯n n≥1 The condition (4) guarantees the convergence of the infinite product. On the other hand, using (3) we get ˛ (x + i/2) − (x + i) ˛kn 2 n n −kn −ρ(xn)xn |B(xn + i/2)| ≤ ˛ ˛ = 3 ≤ e . ˛ (xn + i/2) − (xn − i) ˛ Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 7 / 29 1. Holomorphic functions without zeros in a strip + If we have a holomorphic function in C with growth condition |z|β + |f (z)| ≤ Ce , 1 < β < 2, z ∈ C , and if f (z) 6= 0 for 0 < Im z < 1, then we can prove that log |f (x + i/2)| lim inf > −∞. |x|→∞ x β+1 This result is also sharp but we will not discuss this class of functions in this talk. Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 8 / 29 2. Estimates for (I + B(z))−1 2. Estimates for (I + B(z))−1 Let H be Hilbert space with norm k.k. We denote also by k.k the norm of the operators + in H and by L the space of bounded linear operators on H. Let B(z): C 3 z −→ L(H) + be an operator valued holomorphic function in C . Theorem 2 (Borichev, -P.) + Let B(z) be holomorphic in C and such that for some constants α ≥ 0,C > 0,M ≥ 0 we have M α Im z kB(z)k ≤ C(1 + |z|) e , z ∈ C+. Assume that (I + B(z))−1 ∈ L(H) for 0 < Im z < 1 and let Image B(z) ⊂ V , V being a finite dimensional space of H independent of z ∈ C+. Then for every > 0 we have −1 |x|2 k(I + B(x + i/2)) k ≤ Ce . In particular, we cover the cases of matrix-valued operators. The argument is based on an estimate of the determinant Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 9 / 29 2. Estimates for (I + B(z))−1 Now consider an operator valued holomorphic function + A(z): z ∈ C → T1, where T1 denotes the space of trace class operators in H with the norm k · k1. A compact P operator B is trace class if j |λj (B)| < ∞, λj (B) being the eigenvalues of B. Recall that for every B ∈ T1 we can define the determinant Y det(I + B) = (1 + λj (B)), j and | det(I + B)| ≤ ekBk1 . Moreover, given B(z) ∈ T1, we may consider the function ˆ ˜ −1 FB (z) = det(I + B(z)) (I + B(z)) which extends to an entire operator valued function in C such that kB(z)k1|z| kFB (z)k ≤ e , µ ∈ C. −1 If kB(z)k1 ≤ C|z|, an estimate for |(det(I + B(z))) | implies an estimate for the resolvent k(I + B(z))−1k, but for infinite dimensional spaces H this estimate in general is not optimal. It is an open problem to extend the above results for trace class operators + B(z) holomorphic in C . Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 10 / 29 3. The cut-off resolvent and the scattering operator 3. The cut-off resolvent and the scattering operator n Consider a bounded connected domain K ⊂ R , n ≥ 2, with smooth boundary ∂K. Set n Ω = R \ K¯ and consider the Dirichlet problem 8 (∂2 − ∆)u = 0 in × Ω, <> t Rt u = 0 on Rt × ∂K, (5) > :u(0, x) = f0(x), ut (0, x) = f1(x). 2 Let −∆D be the Dirichlet Laplacian in Ω which is a self-adjoint operator on H = L (Ω) 1 2 2 −1 with domain D = H0 (Ω) ∩ H (Ω). For Im λ > 0 the resolvent (−∆D − λ ) is a ∞ bounded operator from H to D and, for all ϕ ∈ C0 (Ω), the cut-off resolvent 2 −1 − RD (λ) = ϕ(−∆D − λ ) ϕ admits a meromorphic continuation in C for n odd and in − − − C \ iR for n even with poles in C = {λ ∈ C : Im λ < 0} The poles of this continuation are independent on the choice of ϕ and they are called scattering resonances. Vesselin Petkov (University BordeauxEstimates) for the resolvent and spectral gaps for non self-adjoint operators 11 / 29 3. The cut-off resolvent and the scattering operator The estimates of the cut-off resolvent in the poles free regions play a crucial role for the decay of local energy and many problems in mathematical physics. In several important examples there exists a strip Uδ = {λ ∈ C : −δ ≤ Im λ ≤ 0, | Re λ| ≥ C0 > 0}, δ > 0, where RD (λ) has no poles. In this case Uδ is called spectral gap. This is the case for non-trapping obstacles, where RD (λ) is holomorphic in the region {λ ∈ C : | Im λ| ≤ C(log | Re λ| + 1), | Re λ| > C0}. Moreover, in this region for non trapping obstacles we have a bound M kRD (λ)k ≤ C(1 + |λ|) . The case of trapping obstacles is much more difficult since we can have different type trapping rays and the geometry of the obstacle can be rather complicated.
Recommended publications
  • Criss-Cross Type Algorithms for Computing the Real Pseudospectral Abscissa
    CRISS-CROSS TYPE ALGORITHMS FOR COMPUTING THE REAL PSEUDOSPECTRAL ABSCISSA DING LU∗ AND BART VANDEREYCKEN∗ Abstract. The real "-pseudospectrum of a real matrix A consists of the eigenvalues of all real matrices that are "-close to A. The closeness is commonly measured in spectral or Frobenius norm. The real "-pseudospectral abscissa, which is the largest real part of these eigenvalues for a prescribed value ", measures the structured robust stability of A. In this paper, we introduce a criss-cross type algorithm to compute the real "-pseudospectral abscissa for the spectral norm. Our algorithm is based on a superset characterization of the real pseudospectrum where each criss and cross search involves solving linear eigenvalue problems and singular value optimization problems. The new algorithm is proved to be globally convergent, and observed to be locally linearly convergent. Moreover, we propose a subspace projection framework in which we combine the criss-cross algorithm with subspace projection techniques to solve large-scale problems. The subspace acceleration is proved to be locally superlinearly convergent. The robustness and efficiency of the proposed algorithms are demonstrated on numerical examples. Key words. eigenvalue problem, real pseudospectra, spectral abscissa, subspace methods, criss- cross methods, robust stability AMS subject classifications. 15A18, 93B35, 30E10, 65F15 1. Introduction. The real "-pseudospectrum of a matrix A 2 Rn×n is defined as R n×n (1) Λ" (A) = fλ 2 C : λ 2 Λ(A + E) with E 2 R ; kEk ≤ "g; where Λ(A) denotes the eigenvalues of a matrix A and k · k is the spectral norm. It is also known as the real unstructured spectral value set (see, e.g., [9, 13, 11]) and it can be regarded as a generalization of the more standard complex pseudospectrum (see, e.g., [23, 24]).
    [Show full text]
  • Spectral Gap and Asymptotics for a Family of Cocycles of Perron-Frobenius Operators
    Spectral gap and asymptotics for a family of cocycles of Perron-Frobenius operators by Joseph Anthony Horan MSc, University of Victoria, 2015 BMath, University of Waterloo, 2013 A Dissertation Submitted in Partial Fulfillment of the Requirements for the Degree of DOCTOR OF PHILOSOPHY in the Department of Mathematics and Statistics c Joseph Anthony Horan, 2020 University of Victoria All rights reserved. This dissertation may not be reproduced in whole or in part, by photocopying or other means, without the permission of the author. We acknowledge with respect the Lekwungen peoples on whose traditional territory the university stands, and the Songhees, Esquimalt, and WSANE´ C´ peoples whose ¯ historical relationships with the land continue to this day. Spectral gap and asymptotics for a family of cocycles of Perron-Frobenius operators by Joseph Anthony Horan MSc, University of Victoria, 2015 BMath, University of Waterloo, 2013 Supervisory Committee Dr. Christopher Bose, Co-Supervisor (Department of Mathematics and Statistics) Dr. Anthony Quas, Co-Supervisor (Department of Mathematics and Statistics) Dr. Sue Whitesides, Outside Member (Department of Computer Science) ii ABSTRACT At its core, a dynamical system is a set of things and rules for how they change. In the study of dynamical systems, we often ask questions about long-term or average phe- nomena: whether or not there is an equilibrium for the system, and if so, how quickly the system approaches that equilibrium. These questions are more challenging in the non-autonomous (or random) setting, where the rules change over time. The main goal of this dissertation is to develop new tools with which to study random dynamical systems, and demonstrate their application in a non-trivial context.
    [Show full text]
  • On the Linear Stability of Plane Couette Flow for an Oldroyd-B Fluid and Its
    J. Non-Newtonian Fluid Mech. 127 (2005) 169–190 On the linear stability of plane Couette flow for an Oldroyd-B fluid and its numerical approximation Raz Kupferman Institute of Mathematics, The Hebrew University, Jerusalem, 91904, Israel Received 14 December 2004; received in revised form 10 February 2005; accepted 7 March 2005 Abstract It is well known that plane Couette flow for an Oldroyd-B fluid is linearly stable, yet, most numerical methods predict spurious instabilities at sufficiently high Weissenberg number. In this paper we examine the reasons which cause this qualitative discrepancy. We identify a family of distribution-valued eigenfunctions, which have been overlooked by previous analyses. These singular eigenfunctions span a family of non- modal stress perturbations which are divergence-free, and therefore do not couple back into the velocity field. Although these perturbations decay eventually, they exhibit transient amplification during which their “passive" transport by shearing streamlines generates large cross- stream gradients. This filamentation process produces numerical under-resolution, accompanied with a growth of truncation errors. We believe that the unphysical behavior has to be addressed by fine-scale modelling, such as artificial stress diffusivity, or other non-local couplings. © 2005 Elsevier B.V. All rights reserved. Keywords: Couette flow; Oldroyd-B model; Linear stability; Generalized functions; Non-normal operators; Stress diffusion 1. Introduction divided into two main groups: (i) numerical solutions of the boundary value problem defined by the linearized system The linear stability of Couette flow for viscoelastic fluids (e.g. [2,3]) and (ii) stability analysis of numerical methods is a classical problem whose study originated with the pi- for time-dependent flows, with the objective of understand- oneering work of Gorodtsov and Leonov (GL) back in the ing how spurious solutions emerge in computations.
    [Show full text]
  • Proquest Dissertations
    RICE UNIVERSITY Magnetic Damping of an Elastic Conductor by Jeffrey M. Hokanson A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE Master of Arts APPROVED, THESIS COMMITTEE: IJU&_ Mark Embread Co-chair Associate Professor of Computational and Applied M/jmematics Steven J. Cox, (Co-chair Professor of Computational and Applied Mathematics David Damanik Associate Professor of Mathematics Houston, Texas April, 2009 UMI Number: 1466785 INFORMATION TO USERS The quality of this reproduction is dependent upon the quality of the copy submitted. Broken or indistinct print, colored or poor quality illustrations and photographs, print bleed-through, substandard margins, and improper alignment can adversely affect reproduction. In the unlikely event that the author did not send a complete manuscript and there are missing pages, these will be noted. Also, if unauthorized copyright material had to be removed, a note will indicate the deletion. UMI® UMI Microform 1466785 Copyright 2009 by ProQuest LLC All rights reserved. This microform edition is protected against unauthorized copying under Title 17, United States Code. ProQuest LLC 789 East Eisenhower Parkway P.O. Box 1346 Ann Arbor, Ml 48106-1346 ii ABSTRACT Magnetic Damping of an Elastic Conductor by Jeffrey M. Hokanson Many applications call for a design that maximizes the rate of energy decay. Typical problems of this class include one dimensional damped wave operators, where energy dissipation is caused by a damping operator acting on the velocity. Two damping operators are well understood: a multiplication operator (known as viscous damping) and a scaled Laplacian (known as Kelvin-Voigt damping). Paralleling the analysis of viscous damping, this thesis investigates energy decay for a novel third operator known as magnetic damping, where the damping is expressed via a rank-one self-adjoint operator, dependent on a function a.
    [Show full text]
  • Nonlinear Spectral Calculus and Super-Expanders
    NONLINEAR SPECTRAL CALCULUS AND SUPER-EXPANDERS MANOR MENDEL AND ASSAF NAOR Abstract. Nonlinear spectral gaps with respect to uniformly convex normed spaces are shown to satisfy a spectral calculus inequality that establishes their decay along Ces`aroaver- ages. Nonlinear spectral gaps of graphs are also shown to behave sub-multiplicatively under zigzag products. These results yield a combinatorial construction of super-expanders, i.e., a sequence of 3-regular graphs that does not admit a coarse embedding into any uniformly convex normed space. Contents 1. Introduction 2 1.1. Coarse non-embeddability 3 1.2. Absolute spectral gaps 5 1.3. A combinatorial approach to the existence of super-expanders 5 1.3.1. The iterative strategy 6 1.3.2. The need for a calculus for nonlinear spectral gaps 7 1.3.3. Metric Markov cotype and spectral calculus 8 1.3.4. The base graph 10 1.3.5. Sub-multiplicativity theorems for graph products 11 2. Preliminary results on nonlinear spectral gaps 12 2.1. The trivial bound for general graphs 13 2.2. γ versus γ+ 14 2.3. Edge completion 18 3. Metric Markov cotype implies nonlinear spectral calculus 19 4. An iterative construction of super-expanders 20 5. The heat semigroup on the tail space 26 5.1. Warmup: the tail space of scalar valued functions 28 5.2. Proof of Theorem 5.1 31 5.3. Proof of Theorem 5.2 34 5.4. Inverting the Laplacian on the vector-valued tail space 37 6. Nonlinear spectral gaps in uniformly convex normed spaces 39 6.1.
    [Show full text]
  • Spectral Gap and Definability
    SPECTRAL GAP AND DEFINABILITY ISAAC GOLDBRING ABSTRACT. We relate the notions of spectral gap for unitary representations and subfactors with definability of certain important sets in the corresponding structures. We give several applications of this relationship. CONTENTS 1. Introduction 2 1.1. A crash course in continuous logic 3 2. Definability in continuous logic 5 2.1. Generalities on formulae 5 2.2. Definability relative to a theory 7 2.3. Definability in a structure 9 3. Spectral gap for unitary group representations 11 3.1. Generalities on unitary group representations 11 3.2. Introducing spectral gap 12 3.3. Spectral gap and definability 13 3.4. Spectral gap and ergodic theory 15 4. Basic von Neumann algebra theory 17 4.1. Preliminaries 17 4.2. Tracial von Neumann algebras as metric structures 19 4.3. Property Gamma and the McDuff property 20 5. Spectral gap subalgebras 21 5.1. Introducing spectral gap for subalgebras 21 arXiv:1805.02752v1 [math.LO] 7 May 2018 5.2. Spectral gap and definability 22 5.3. Relative bicommutants and e.c. II1 factors 23 5.4. Open questions 24 6. Continuum many theories of II1 factors 25 6.1. The history and the main theorem 25 6.2. The base case 26 6.3. A digression on good unitaries and generalized McDuff factors 27 6.4. The inductive step 28 References 29 Goldbring’s work was partially supported by NSF CAREER grant DMS-1349399. 1 2 ISAAC GOLDBRING 1. INTRODUCTION The notion of definable set is one of (if not the) most important concepts in clas- sical model theory.
    [Show full text]
  • Spectral Perturbation Bounds for Selfadjoint Operators I∗
    Spectral perturbation bounds for selfadjoint operators I∗ KreˇsimirVeseli´c† Abstract We give general spectral and eigenvalue perturbation bounds for a selfadjoint op- erator perturbed in the sense of the pseudo-Friedrichs extension. We also give sev- eral generalisations of the aforementioned extension. The spectral bounds for finite eigenvalues are obtained by using analyticity and monotonicity properties (rather than variational principles) and they are general enough to include eigenvalues in gaps of the essential spectrum. 1 Introduction The main purpose of this paper is to derive spectral and eigenvalue bounds for selfadjoint operators. If a selfadjoint operator H in a Hilbert space H is perturbed into T = H + A (1) with, say, a bounded A then the well-known spectral spectral inclusion holds σ(T ) ⊆ {λ : dist(λ, σ(H)) ≤ kAk} . (2) Here σ denotes the spectrum of a linear operator. (Whenever not otherwise stated we shall follow the notation and the terminology of [3].) If H, A, T are finite Hermitian matrices then (1) implies |µk − λk| ≤ kAk, (3) where µk, λk are the non-increasingly ordered eigenvalues of T,H, respectively. (Here and henceforth we count the eigenvalues together with their multiplicities.) Whereas (2) may be called an upper semicontinuity bound the estimate (3) contains an existence statement: each of the intervals [λk − kAk, λk + kAk] contains ’its own’ µk. Colloquially, bounds like (2) may be called ’one-sided’ and those like (3) ’two-sided’. As it is well-known (3) can be refined to another two-sided bound min σ(A) ≤ µk − λk ≤ max σ(A). (4) In [9] the following ’relative’ two-sided bound was derived |µk − λk| ≤ b|λk|, (5) ∗This work was partly done during the author’s stay at the University of Split, Faculty of Electrotechnical Engineering, Mechanical Engineering and Naval Archtecture while supported by the National Foundation for Science, Higher Education and Technological Development of the Republic of Croatia.
    [Show full text]
  • UCLA Electronic Theses and Dissertations
    UCLA UCLA Electronic Theses and Dissertations Title Spectral Gap Rigidity and Unique Prime Decomposition Permalink https://escholarship.org/uc/item/1j63188h Author Winchester, Adam Jeremiah Publication Date 2012 Peer reviewed|Thesis/dissertation eScholarship.org Powered by the California Digital Library University of California University of California Los Angeles Spectral Gap Rigidity and Unique Prime Decomposition A dissertation submitted in partial satisfaction of the requirements for the degree Doctor of Philosophy in Mathematics by Adam Jeremiah Winchester 2012 c Copyright by Adam Jeremiah Winchester 2012 Abstract of the Dissertation Spectral Gap Rigidity and Unique Prime Decomposition by Adam Jeremiah Winchester Doctor of Philosophy in Mathematics University of California, Los Angeles, 2012 Professor Sorin Popa, Chair We use malleable deformations combined with spectral gap rigidity theory, in the framework of Popas deformation/rigidity theory to prove unique tensor product decomposition results for II1 factors arising as tensor product of wreath product factors and free group factors. We also obtain a similar result regarding measure equivalence decomposition of direct products of such groups. ii The dissertation of Adam Jeremiah Winchester is approved. Dimitri Shlyakhtenko Yehuda Shalom Jens Palsberg Sorin Popa, Committee Chair University of California, Los Angeles 2012 iii To All My Friends iv Table of Contents 1 Introduction :::::::::::::::::::::::::::::::::::::: 1 2 Preliminaries ::::::::::::::::::::::::::::::::::::: 8 2.1 Intro to von Neumann Algebras . 8 2.2 von Neumann Subalgebras . 13 2.3 GNS and Bimodules . 14 2.4 The Basic Construction . 17 2.5 S-Malleable Deformations . 18 2.6 Spectral Gap Rigidity . 20 2.7 Intertwining By Bimodules . 20 3 Relative Amenability :::::::::::::::::::::::::::::::: 22 3.1 Definition .
    [Show full text]
  • Eigenvalues in Spectral Gaps of Differential Operators
    J. Spectr. Theory 2 (2012), 293–320 Journal of Spectral Theory DOI 10.4171/JST/30 © European Mathematical Society Eigenvalues in spectral gaps of differential operators Marco Marletta1 and Rob Scheichl Abstract. Spectral problems with band-gap spectra arise in numerous applications, including the study of crystalline structures and the determination of transmitted frequencies in pho- tonic waveguides. Numerical discretization of these problems can yield spurious results, a phenomenon known as spectral pollution. We present a method for calculating eigenvalues in the gaps of self-adjoint operators which avoids spectral pollution. The method perturbs the problem into a dissipative problem in which the eigenvalues to be calculated are lifted out of the convex hull of the essential spectrum, away from the spectral pollution. The method is analysed here in the context of one-dimensional Schrödinger equations on the half line, but is applicable in a much wider variety of contexts, including PDEs, block operator matrices, multiplication operators, and others. Mathematics Subject Classification (2010). 34L, 65L15. Keywords. Eigenvalue, spectral pollution, self-adjoint, dissipative, Schrödinger, spectral gap, spectral band, essential spectrum, discretization, variational method. 1. Introduction In the numerical calculation of the spectrum of a self-adjoint operator, one of the most difficult cases to treat arises when the spectrum has band-gap structure and one wishes to calculate eigenvalues in the spectral gaps above the infimum of the essential spectrum. The reason for this difficulty is that variational methods will generally result in spectral pollution (see, e.g., Rappaz, Sanchez Hubert, Sanchez Palencia and Vassiliev [22]): following discretization, the spectral gaps fill up with eigenvalues of the discrete problem which are so closely spaced that it is impossible to distinguish the spectral bands from the spectral gaps.
    [Show full text]
  • Computation of Pseudospectral Abscissa for Large-Scale Nonlinear
    IMA Journal of Numerical Analysis (2017) 37, 1831–1863 doi: 10.1093/imanum/drw065 Advance Access publication on January 11, 2017 Computation of pseudospectral abscissa for large-scale nonlinear eigenvalue problems Downloaded from https://academic.oup.com/imajna/article-abstract/37/4/1831/2894467 by Koc University user on 20 August 2019 Karl Meerbergen Department of Computer Science, KU Leuven, University of Leuven, Heverlee 3001, Belgium Emre Mengi∗ Department of Mathematics, Ko¸c University, Rumelifeneri Yolu, Sarıyer-Istanbul˙ 34450, Turkey ∗Corresponding author: [email protected] and Wim Michiels and Roel Van Beeumen Department of Computer Science, KU Leuven, University of Leuven, Heverlee 3001, Belgium [Received on 26 June 2015; revised on 21 October 2016] We present an algorithm to compute the pseudospectral abscissa for a nonlinear eigenvalue problem. The algorithm relies on global under-estimator and over-estimator functions for the eigenvalue and singular value functions involved. These global models follow from eigenvalue perturbation theory. The algorithm has three particular features. First, it converges to the globally rightmost point of the pseudospectrum, and it is immune to nonsmoothness. The global convergence assertion is under the assumption that a global lower bound is available for the second derivative of a singular value function depending on one parameter. It may not be easy to deduce such a lower bound analytically, but assigning large negative values works robustly in practice. Second, it is applicable to large-scale problems since the dominant cost per iteration stems from computing the smallest singular value and associated singular vectors, for which efficient iterative solvers can be used.
    [Show full text]
  • Lecture Notes on Spectra and Pseudospectra of Matrices and Operators
    Lecture Notes on Spectra and Pseudospectra of Matrices and Operators Arne Jensen Department of Mathematical Sciences Aalborg University c 2009 Abstract We give a short introduction to the pseudospectra of matrices and operators. We also review a number of results concerning matrices and bounded linear operators on a Hilbert space, and in particular results related to spectra. A few applications of the results are discussed. Contents 1 Introduction 2 2 Results from linear algebra 2 3 Some matrix results. Similarity transforms 7 4 Results from operator theory 10 5 Pseudospectra 16 6 Examples I 20 7 Perturbation Theory 27 8 Applications of pseudospectra I 34 9 Applications of pseudospectra II 41 10 Examples II 43 1 11 Some infinite dimensional examples 54 1 Introduction We give an introduction to the pseudospectra of matrices and operators, and give a few applications. Since these notes are intended for a wide audience, some elementary concepts are reviewed. We also note that one can understand the main points concerning pseudospectra already in the finite dimensional case. So the reader not familiar with operators on a separable Hilbert space can assume that the space is finite dimensional. Let us briefly outline the contents of these lecture notes. In Section 2 we recall some results from linear algebra, mainly to fix notation, and to recall some results that may not be included in standard courses on linear algebra. In Section 4 we state some results from the theory of bounded operators on a Hilbert space. We have decided to limit the exposition to the case of bounded operators.
    [Show full text]
  • Resolvent Conditions for the Control of Parabolic Equations Thomas Duyckaerts, Luc Miller
    Resolvent conditions for the control of parabolic equations Thomas Duyckaerts, Luc Miller To cite this version: Thomas Duyckaerts, Luc Miller. Resolvent conditions for the control of parabolic equations. Jour- nal of Functional Analysis, Elsevier, 2012, 263 (11), pp.3641-3673. 10.1016/j.jfa.2012.09.003. hal- 00620870v2 HAL Id: hal-00620870 https://hal.archives-ouvertes.fr/hal-00620870v2 Submitted on 5 Sep 2012 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. RESOLVENT CONDITIONS FOR THE CONTROL OF PARABOLIC EQUATIONS THOMAS DUYCKAERTS1 AND LUC MILLER2 Abstract. Since the seminal work of Russell and Weiss in 1994, resolvent conditions for various notions of admissibility, observability and controllability, and for various notions of linear evolution equations have been investigated in- tensively, sometimes under the name of infinite-dimensional Hautus test. This paper sets out resolvent conditions for null-controllability in arbitrary time: necessary for general semigroups, sufficient for analytic normal semigroups. For a positive self-adjoint operator A, it gives a sufficient condition for the null-controllability of the semigroup generated by −A which is only logarithmi- cally stronger than the usual condition for the unitary group generated by iA.
    [Show full text]