Kärkkäinen, Tommi

name

• Kärkkäinen, Tommi

Authored works

• A linearization technique for nonlinear parameter identification in quasilinear equations
• A numerical method for general optimal control problems
• Building blocks for odd-even multigrid with applications to reduced systems
• Comparison of formulations and solution methods for image restoration problems
• Distributed parameter identification in linear elliptic problems
• Distributed parameter identification in parabolic problems with output least squares and Crank-Nicolson method
• Distributed parameter identification in second order PDEs using equation error methods
• Error estimates for distributed parameter identification in linear parabolic problems
• Error estimates for distributed parameter identification problems
• Error estimates for distributed parameter identification with H[sup 1] method
• MLP-network in a layer-wise form: derivations, consequences and applications to weight decay
• Nonmonotone and monotone active set methods for image restoration
• Primal-dual active set methods for obstacle problems
• Recovery of scalar-diffusion from the distributed observation by minimizing the dual norm
• Robust MLP
• SAC - semi-adaptive, convex optimization methodology for image restoration

Works contributed to

• A beamforming framework for detection of underwater sound-emitting objects using acoustic sensor arrays
• Advanced methods for processing bioelectrical signals : the First Meeting of the ProBisi Project, Jyväskylä 1st October 2004
• Advanced methods for processing bioelectrical singals II : final Meeting of the ProBisi Project, Jyväskylä 11th April 2007
• Applications of dimension reduction, classification, and neural prediction for industrial process data
• Formaalit menetelmät
• Introduction to partitioning-based clustering methods with a robust example
• Korkeakoulujen yhteinen tutkintotavoitteinen koulutus : toiminta- ja koulutusmalli
• Multi-objective online optimization using evolutionary algorithms
• Robust clustering and neural network training with dimension reduction for industrial use
• Solving a non-smooth eigenvalue problem using operator-splitting methods
• Topic case driven approach for web-course design

Works about Kärkkäinen, Tommi