Finance
The famous Black-Scholes equation is an effective model for option pricing. It was named after the pioneers Black, Scholes and Merton who suggested it 1973.
In this research field our aim is the development of effective numerical schemes for solving linear and nonlinear problems arising in the mathematical theory of derivative pricing models.
An option is the right (not the duty) to buy (`call option') or to sell (`put option') an asset (typically a stock or a parcel of shares of a company) for a price E by the expiry date T. European options can only be exercised at the expiration date T. For American options exercise is permitted at any time until the expiry date. The standard approach for the scalar Black-Scholes equation for European (American) options results after a standard transformation in a diffusion equation posed on an bounded (unbounded) domain.
Another problem arises when considering American options (most of the options on stocks are American style). Then one has to compute numerically the solution on a semi-unbounded domain with a free boundary. Usually finite differences or finite elements are used to discretize the equation and artificial boundary conditions are introduced in order to confine the computational domain.
In this research field we want to design and analyze new efficient and robust numerical methods for the solution of highly nonlinear option pricing problems. Doing so, we have to solve adequately the problem of unbounded spatial domains by introducing artificial boundary conditions and show how to incorporate them in a high-order time splitting method.
Nonlinear Black-Scholes equations have been increasingly attracting interest over the last two decades, since they provide more accurate values than the classical linear model by taking into account more realistic assumptions, such as transaction costs, risks from an unprotected portfolio, large investor's preferences or illiquid markets, which may have an impact on the stock price, the volatility, the drift and the option price itself.
Special Interests
Publications
- 2022
4918.
Yoda, R.; Bolten, Matthias; Nakajima, K.; Fujii, A.
Acceleration of optimized coarse-grid operators by spatial redistribution for multigrid reduction in time
In Groen, Derek and de Mulatier, Clelia and Paszynski, Maciej and Krzhizhanovskaya, Valeria V. and Dongarra, Jack J. and Sloot, Peter M. A., Editor, Computational Science - ICCS 2022, Seite 214-221
In Groen, Derek and de Mulatier, Clelia and Paszynski, Maciej and Krzhizhanovskaya, Valeria V. and Dongarra, Jack J. and Sloot, Peter M. A., Editor
Herausgeber: Springer International Publishing, Cham
20224917.
Yoda, R.; Bolten, M.; Nakajima, K.; Fujii, A.
Acceleration of optimized coarse-grid operators by spatial redistribution for multigrid reduction in time
In Groen, Derek and de Mulatier, Clelia and Paszynski, Maciej and Krzhizhanovskaya, Valeria V. and Dongarra, Jack J. and Sloot, Peter M. A., Editor, Computational Science - ICCS 2022, Seite 214-221
In Groen, Derek and de Mulatier, Clelia and Paszynski, Maciej and Krzhizhanovskaya, Valeria V. and Dongarra, Jack J. and Sloot, Peter M. A., Editor
Herausgeber: Springer International Publishing, Cham
20224916.
Ehrhardt, Matthias
An efficient second-order method for the linearized Benjamin-Bona-Mahony equation with artificial boundary conditions
Preprint IMACM
2022
Herausgeber: Bergische Universität Wuppertal4915.
Ehrhardt, Matthias
An efficient second-order method for the linearized Benjamin-Bona-Mahony equation with artificial boundary conditions
Preprint IMACM
2022
Herausgeber: Bergische Universität Wuppertal4914.
Ehrhardt, Matthias
An efficient second-order method for the linearized Benjamin-Bona-Mahony equation with artificial boundary conditions
20224913.
Arora, Sahiba; Glück, Jochen
An operator theoretic approach to uniform (anti-)maximum principles
J. Differential Equations, 310 :164--197
20224912.
4911.
Schneider, Lukas; Kaul, Matthias; Braschke, Kamil; Eilts, Peter; Schmidt, Eberhard; Janoske, Uwe
Ash Behaviour in Wall-Flow Filters
In Bargende, Michael and Reuss, Hans-Christian and Wagner, Andreas, Editor, 22. Internationales Stuttgarter Symposium, Seite 629--646
In Bargende, Michael and Reuss, Hans-Christian and Wagner, Andreas, Editor
Herausgeber: Springer Fachmedien Wiesbaden, Wiesbaden
2022ISBN: 978-3-658-37009-1
4910.
Yoda, R.; Bolten, M.; Nakajima, K.; Fujii, A.
Assignment of idle processors to spatial redistributed domains on coarse levels in multigrid reduction in time
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, Seite (accepted)
20224909.
Yoda, R.; Bolten, Matthias; Nakajima, K.; Fujii, A.
Assignment of idle processors to spatial redistributed domains on coarse levels in multigrid reduction in time
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, Seite 41-51
20224908.
Yoda, R.; Bolten, M.; Nakajima, K.; Fujii, A.
Assignment of idle processors to spatial redistributed domains on coarse levels in multigrid reduction in time
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, Seite 41-51
20224907.
Sch\"afers, Torben; Teng, Long
Asymmetry in stochastic volatility models with threshold and time-dependent correlation
Studies in Nonlinear Dynamics \& Econometrics
20224906.
Xue, Chaoyang; Ye, Can; Kleffmann, Jörg; Zhang, Chenglong; Catoire, Valéry; Bao, Fengxia; Mellouki, Abdelwahid; Xue, Likun; Chen, Jianmin; Lu, Keding; Zhao, Yong; Liu, Hengde; Guo, Zhaoxin; Mu, Yujing
Atmospheric measurements at Mt. Tai – Part I: HONO formation and its role in the oxidizing capacity of the upper boundary layer
Atmospheric Chemistry and Physics, 22 (5) :3149—3167
März 2022
ISSN: 1680-73244905.
Rottmann, Matthias; Reese, Marco
Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification
20224904.
Gremmel, Jan N.; Grogorick, Linda; Robra-Bissantz, Susanne; Woisetschläger, David M.
Bildungsangebote als Bindeglied zwischen Forschung und Praxis - Wie aus Forschungsergebnissen zu neuen Technologien praxisrelevante Ideen für Innovationen entstehen
HMD - Praxis der Wirtschaftsinformatik, 60 :230–245
20224903.
Forget, Nicolas; Gadegaard, Sune Lauth; Klamroth, Kathrin; Nielsen, Lars Relund; Przybylski, Anthony
Branch-and-bound and objective branching with three or more objectives
Computers & Operations Research, 148
2022
ISSN: 0305-05484902.
Paquete, Luís; Schulze, Britta; Stiglmayr, Michael; Lourenço, Ana Catarina
Computing Representations using Hypervolume Scalarizations
Computers and Operations Research, 137 :105349
20224901.
Muniz, Michelle; Ehrhardt, Matthias; Günther, Michael
Correlation matrices driven by stochastic isospectral flows
Progress in Industrial Mathematics at ECMI 2021, Seite 455–461
Herausgeber: Springer Cham
20224900.
Muniz, Michelle; Ehrhardt, Matthias; Günther, Michael
Correlation matrices driven by stochastic isospectral flows
Progress in Industrial Mathematics at ECMI 2021, Seite 455–461
Herausgeber: Springer Cham
20224899.
Muniz, Michelle; Ehrhardt, Matthias; Günther, Michael
Correlation matrices driven by stochastic isospectral flows
Progress in Industrial Mathematics at ECMI 2021, Seite 455–461
Herausgeber: Springer Cham
20224898.
Muniz, Michelle; Ehrhardt, Matthias; Günther, Michael
Correlation Matrices Driven by Stochastic Isospectral Flows
Progress in Industrial Mathematics at ECMI 2021
Seite 455--461
Herausgeber: Springer International Publishing Cham
2022
455--4614897.
Arora, Sahiba; Glück, Jochen
Criteria for eventual domination of operator semigroups and resolvents
To appear in the Proceedings of IWOTA 2021, Lancaster
20224896.
Anna Braun, geboren Tscherniewski
Crowd Management at Train Stations in Case of Large-Scale Emergency Events
Bergische Universität Wuppertal
20224895.
Alves Batista, Rafael; others
CRPropa 3.2 -- an advanced framework for high-energy particle propagation in extragalactic and galactic spaces
JCAP, 09 :035
20224894.
Schweitzer, Marcel
Decay bounds for Bernstein functions of Hermitian matrices with applications to the fractional graph Laplacian
Electron. Trans. Numer. Anal., 55 :438-454
2022