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Personal profile

Biography

Michiel Hochstenbach received his PhD degree in mathematics in 2003 at Utrecht University, The Netherlands, in the group of Henk van der Vorst. After a brief postdoc position at Düsseldorf University he became an Assistant Professor at Case Western Reserve University in Cleveland, Ohio. He spent a sabbatical at ULB Brussels. In 2006 he moved to the Department of Mathematics at Eindhoven University of Technology, where he is currently an Associate Professor in the Center of Analysis, Scientific Computing and Application. His research interests include numerical linear algebra, ill-posed and inverse problems, numerical analysis, scientific computing, and numerical algorithms and software. Michiel has been awarded an NSF grant in the US (2004-2007) as well as an NWO Vidi research grant in The Netherlands (2012-2017). He received several best paper awards, and is member of the editor board of various journals. He is advisor or co-advisor of several PhD students, who have won best paper awards themselves.

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Jacobi-Davidson Mathematics
Ill-posed Problem Mathematics
Eigenvalue Problem Mathematics
Tikhonov Regularization Mathematics
Polynomial Mathematics
Subspace Mathematics
Two Parameters Mathematics
Polynomials Engineering & Materials Science

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Research Output 1999 2017

Advanced Lanczos methods for large-scale matrix problems

Gaaf, S. W., 16 Oct 2017, Eindhoven: Technische Universiteit Eindhoven. 131 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File

Generalized Krylov methods for large-scale matrix problems

Zwaan, I. N., 26 Jun 2017, Eindhoven: Technische Universiteit Eindhoven. 131 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
1 Citations

Krylov-Schur-Type restarts for the two-sided arnoldi method

Zwaan, I. N. & Hochstenbach, M. E., 2017, In : SIAM Journal on Matrix Analysis and Applications. 38, 2, p. 297-321 25 p.

Research output: Contribution to journalArticleAcademicpeer-review

Arnoldi Method
Restart
Rayleigh
Ritz Values
Oblique Projection

Multidirectional subspace expansion for one-parameter and multiparameter Tikhonov regularization

Zwaan, I. N. & Hochstenbach, M. E., 1 Mar 2017, In : Journal of Scientific Computing. 70, 3, p. 990–1009 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Tikhonov Regularization
Subspace
Approximate Solution
Iterative methods
Discrepancy Principle

Uniform determinantal representations

Boralevi, A., van Doornmalen, M. J., Draisma, J., Hochstenbach, M. E. & Plestenjak, B., 3 Aug 2017, In : SIAM Journal on Applied Algebra and Geometry. 1, 1, p. 415-441 27 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Polynomial
Lower bound
Root-finding
Singular matrix
Complexity Theory

Prizes

NWO Vidi Award : Rapid matrix methods

Michiel Hochstenbach (Recipient), 2011

Recognition: NWOVidiScientific

Medicine
Economics
Industry

Courses

Calculus variant B

1/09/11 → …

Course

Linear algebra and applications

1/09/17 → …

Course

Non-linear optimization

1/09/15 → …

Course

Optimization

1/09/15 → …

Course

Student theses

Approximation of inverses of BTTB matrices: for preconditioning applications

Author: Schneider, F., 30 Jan 2017

Supervisor: Hochstenbach, M. (Supervisor 1), Pisarenco, M. (External coach) & Haasdonk, B. (External person) (External coach)

Student thesis: Master

File

Beeld-deblurring

Author: van Koot, K., 2011

Supervisor: Hochstenbach, M. (Supervisor 1)

Student thesis: Bachelor

File

Beeldverscherping: een vergelijking tussen Tikhonov en l1-norm regularisatie aan de hand van FISTA

Author: Dural, A., 26 Feb 2018

Supervisor: Hochstenbach, M. (Supervisor 1)

Student thesis: Bachelor

File

Estimating global extrema of deterministic functions using a stochastic process model

Author: van Gelder, J., 15 Aug 2018

Supervisor: Eggels, A. (Supervisor 1) & Hochstenbach, M. (Supervisor 2)

Student thesis: Bachelor

File

Gradient methods with higher-order information for unconstrained optimization

Author: Hinskens, R., 31 Aug 2018

Supervisor: Hochstenbach, M. (Supervisor 1)

Student thesis: Master

File