Torsten Bosse

Dr. rer. nat.
Room: 3232
Work+49 3641 946394
Advanced Computing
Institut für Informatik
Friedrich-Schiller-Universität Jena
Work
Ernst-Abbe-Platz 2
D-07743 Jena
Germany

Research Projects

THInKI
Developing a new Course on 'Artificial Intelligence for Science'
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DAWI
Zusammenführung von Datenmanagement und -analyse in datengetriebenen Wissenschaften
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Inference
Interactive Inference
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Publications

2021

  • T. F. Bosse, S. H. K. Narayanan : Study of the numerical efficiency of structured abs-normal forms. in Optimization Methods and Software, 36(5):909-933, 2021. more ...
  • T. Bosse, R. Seidler, H. M. Bücker : Efficient signed backward substitution for piecewise affine functions via path problems in a directed acyclic graph. in M. Bender, J. Gilbert, B. Hendrickson, and D. B. Sullivan, editors, Proceedings of the 2021 SIAM Conference on Applied and Computational Discrete Algorithms (ACDA 21), July 19-21, 2021, pages 171-181, Philadelphia, PA, USA, 2021. SIAM. more ...

2019

  • T. Bosse : (Almost) matrix-free solver for piecewise linear functions in abs-normal form. in Numerical Linear Algebra with Applications, 26(5):e2258, 2019. more ...

2016

  • Torsten Bosse : Augmenting the one-shot framework by additional constraints. in Optimization Methods and Software, 2016. Online available: http://dx.doi.org/10.1080/10556788.2016.1180692. more ...
  • Torsten Bosse, Sri Hari Krishna Narayanan, Laurent Hascoet : Piecewise Linear AD via Source Transformation. in 2016. Extended Abstract, AD 2016 in Oxford, UK. more ...
  • Mahesh Narayanamurthi, Torsten Bosse, Krishna Narayanan, Paul Hovland : AD-Suite - A Test Suite for Algorithmic Differentiation. in 2016. Extended Abstract, AD 2016 in Oxford, UK. more ...

2015

  • Andreas Griewank, Andrea Walther, Sabrina Fiege, Torsten Bosse : On lipschitz optimization based on gray-box piecewise linearization. in Mathematical Programming, pages 1-33, 2015. more ...

2014

  • Torsten Bosse : From black box to gray box solver. in PhD thesis, Humboldt-Universität zu Berlin, 2014. more ...
  • Torsten Bosse, Nicolas R. Gauger, Andreas Griewank, , , , , , , : Optimal design with bounded retardation for problems with non-separable adjoints. in In Günter Leugering, Peter Benner, Sebastian Engell, Andreas Griewank, Helmut Harbrecht, Michael Hinze, Rolf Rannacher, and Stefan Ulbrich, editors, Trends in PDE Constrained Optimization, volume 165 of International Series of Numerical Mathematics, pages 67-84. Springer International Publishing, 2014. more ...
  • Torsten Bosse, Nicolas R. Gauger, Andreas Griewank, Stefanie Günther, Volker Schulz : One-shot approaches to design optimzation. in In Günter Leugering, Peter Benner, Sebastian Engell, Andreas Griewank, Helmut Harbrecht, Michael Hinze, Rolf Rannacher, and Stefan Ulbrich, editors, Trends in PDE Constrained Optimization, volume 165 of International Series of Numerical Mathematics, pages 43-66. Springer International Publishing, 2014. more ...
  • Torsten Bosse, Andreas Griewank : Optimal control of beer fermentation processes with lipschitz-constraint on the control. in Journal of the Institute of Brewing, 120(4):444-458, 2014. more ...
  • Torsten Bosse, Andreas Griewank, Rene Henrion, Dietmar Hömberg, Chantal Landry, Hernan Leovey, Werner Römisch : Nonlinear programming with applications to production processes. in In Peter Deuflhard, Martin Grötschel, Dietmar Hömberg, Ulrich Horst, Jörg Kramer, Volker Mehrmann, Konrad Polthier, Frank Schmidt, Christof Schutte, Martin Skutella, and Jürgen Sprekels, editors, MATHEON-Mathematics for Key Technologies, volume 1. European Mathematical Society, 2014. more ...
  • Andreas Griewank, Jonathan Fischer, Torsten Bosse : Cubic Overestimation and Secant Updating for Unconstrained Optimization of C^2,1 Functions. in Optimization Methods Software, 29(5):1075-1089, 2014. more ...

2013

  • Torsten Bosse, Levis Eneya, Andreas Griewank : An algorithm for pointwise evaluation of polyconvex envelopes II: generalization and numerical results. in Afrika Matematika, pages 1-22, 2013. more ...
  • Torsten Bosse, Lutz Lehmann, Andreas Griewank : Adaptive sequencing of primal, dual, and design steps in simulation based optimization. in Computational Optimization and Applications, pages 1-30, 2013. more ...
  • Levis Eneya, Torsten Bosse, Andreas Griewank : A method for pointwise evaluation of polyconvex envelopes. in Afrika Matematika, 24:1-24, 2013. more ...

2012

  • Torsten Bosse, Andreas Griewank : The Relative Cost of Function and Derivative Evaluations in the CUTEr Test Set. in In Shaun Forth, Paul Hovland, Eric Phipps, Jean Utke, and Andrea Walther, editors, Recent Advances in Algorithmic Differentiation, volume 87 of Lecture Notes in Computational Science and Engineering, pages 233-240. Springer Berlin Heidelberg, 2012. more ...
  • Torsten Bosse, Andreas Griewank, Lutz Lehmann, Daniel Schlagk : The magic quadrature of the super-brain (Die magische Quadratur des Superhirns). in Mitteilungen der Deutschen Mathematiker-Vereinigung, 20:30-36, 2012. more ...

2010

  • Torsten Bosse, Andreas Griewank, Lutz Lehmann, Volker Schloßhauer : On Hessian- and Jacobian-Free SQP Methods - a Total Quasi-Newton Scheme with Compact Storage. in In Moritz Diehl, Francois Glineur, Elias Jarlebring, and Wim Michiels, editors, Recent Advances in Optimization and its Applications in Engineering, pages 63-72. Springer Berlin Heidelberg, 2010. more ...

2009

  • Torsten Bosse : A derivative-matrix-free NLP solver without explicit nullspace representation. in Master's thesis, Humboldt-Universität zu Berlin, 2009. more ...