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Christopher Bacher

2015-04-16-bacher-IMG_4204

Research interests

  • Algebraic Dynamic Programming and generalized problem solving techniques
  • Optimization of Hybrid Electric Vehicles and other problems with excruciatingly long evaluation times
  • Green Vehicle Routing and other eco-related problem in optimization
  • Metamodelling, surrogates and other applications of machine learning and statistics in optimization
  • Weird stuff where others think that it can't possibly be done ...

Talks

Integrating Algebraic Dynamic Programming in Combinatorial Optimization
Austrian Workshop on Metaheuristics 11, Graz, Austria, 2016-12-02 15:30--16:00
[Slides] --- note that this is preliminary work subject to change and currently in work for publication

Cyclic Giant Tour Decoding for the Electric Vehicle Routing Problem
EURO 2016 conference, Session WA-23, Poznan, Poland, 2016-07-06 08:30--10:00
[Slides] --- note that this is preliminary work subject to change and currently in work for publication

Mixed Integer Programming Models for Hybrid Electric Vehicle Routing.
VeRoLog 2015 conference, Session MC-02, Vienna, Austria, 2015-06-08 11:00--12:30
[Slides] --- note that this is preliminary work subject to change and currently in work for publication

Publications

6 results
2015
[6]Numerische Optimierung elektrifizierter Antriebsstränge
Thorsten Krenek, Christopher Bacher, Thomas Lauer, Günther R. Raidl
Motortechnische Zeitschrift (MTZ), volume 03, pages 66–74, Mar 2015, Springer.
[bibtex]
[5]Numerical Optimisation of Electro-Hybrid Powertrains
Thorsten Krenek, Christopher Bacher, Thomas Lauer, Günther R. Raidl
MTZ Worldwide, volume 03, pages 46–52, Mar 2015, Springer.
[bibtex]
[4]A New Type of Metamodel for Longitudinal Dynamics Optimization of Hybrid Electric Vehicles
Christopher Bacher, Günther R. Raidl
Chapter in Extended Abstracts of the Fifthteenth International Conference on Computer Aided Systems Theory (EUROCAST 2015) (A. Quesada-Arencibia, others, eds.), pages 119–120, 2015.
[bibtex] [pdf]
[3]A New Type of Metamodel for Longitudinal Dynamics Optimization of Hybrid Electric Vehicles
Christopher Bacher, Günther R. Raidl, Thorsten Krenek
Computer Aided Systems Theory – EUROCAST 2015 (Roberto Moreno-Díaz, others, eds.), volume 9520 of LNCS, pages 425–432, 2015, Springer International Publishing Switzerland.
[bibtex] [pdf]
2014
[2]Reducing the Number of Simulations in Operation Strategy Optimization for Hybrid Electric Vehicles
Christopher Bacher, Thorsten Krenek, Günther R. Raidl
Chapter in Applications of Evolutionary Computation (Anna I. Esparcia-Alcázar, Antonio M. Mora, eds.), pages 553-564, 2014, Springer.
[bibtex] [pdf] [doi]
2013
[1]Metaheuristic Optimization of Electro-Hybrid Powertrains Using Machine Learning Techniques
Christopher Bacher
Aug 2013, Master's thesis, Vienna University of Technology, Institute of Computer Graphics and Algorithms.
Note: supervised by G. Raidl and T. Krenek. \textbf3rd price Johann Puch Innovation Award 2013 (Magna Steyr)
[bibtex] [pdf]

 

 

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