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wiki:Research

Version 5 (modified by swagner, 10 years ago) (diff)

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Academic Activities

The academic activities of HEAL include the organization of workshops in the field of heuristic optimization at renown conferences. Additionally, tutorials are given at conferences in order to present HeuristicLab and its features to interested researchers.

Workshops

HEAL members have a long tradition in hosting a workshop at the EuroCAST conference which is held in every odd year in February. This workshop is co-organized with Prof. Raidl from TU Vienna, Austria. Additionally, in 2012 the EvoSoft workshop was established which provides a lively place for discussing progress and challenges for evolutionary computation software systems.

Tutorials

HeuristicLab has been presented at numerous occasions drawing the attention of researchers all over the world. Below is a list of conferences at which tutorials were or will be held.


Publications

HeuristicLab 3.x

  • A. Beham, G. Kronberger, J. Karder, M. Kommenda, A. Scheibenpflug, S. Wagner, M. Affenzeller. 2014. Integrated Simulation and Optimization in HeuristicLab. Proceedings of the International Multidisciplinary Modelling & Simulation Multiconference (I3M), Bordeaux, France (accepted).
  • A. Beham, J. Karder, G. Kronberger, S. Wagner, M. Kommenda, A. Scheibenpflug. 2014. Scripting and Framework Integration in Heuristic Optimization Environments. Companion Publication of the 2014 Genetic and Evolutionary Computation Conference, GECCO '14 Companion, Vancouver, Canada (accepted).
  • A. Elyasaf, M. Sipper. 2014. Software Review: The HeuristicLab Framework. Genetic Programming and Evolvable Machines. 15(2):215-218.
    The original publication is available at ​http://www.springerlink.com. Download: PDF​
  • S. Wagner et al. 2014. Architecture and Design of the HeuristicLab Optimization Environment. In Advanced Methods and Applications in Computational Intelligence, Topics in Intelligent Engineering and Informatics Series, Springer, pp. 197-261.
    The original publication is available at ​http://www.springerlink.com. Download: PDF​ BibTeX​
  • G. Kronberger, M. Kommenda, S. Wagner, H. Dobler. 2013. GPDL: A Framework-Independent Problem Definition Language for Grammar Guided Genetic Programming. Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation - Conference Companion, GECCO '13 Companion, ACM, pp. 1333-1340.
  • M. Kommenda, G. Kronberger, S. Wagner, S. M. Winkler, M. Affenzeller. 2012. On the Architecture and Implementation of Tree-based Genetic Programming in HeuristicLab. Proceedings of the Fourteenth International Conference on Genetic and Evolutionary Computation - Conference Companion, GECCO Companion '12, ACM, pp. 101-108.
  • A. Beham et al. 2012. Integration of Flexible Interfaces in Optimization Software Frameworks for Simulation-Based Optimization. Proceedings of the Fourteenth International Conference on Genetic and Evolutionary Computation - Conference Companion, GECCO Companion '12, ACM, pp. 125-132.
  • S. Wagner et al. 2010. HeuristicLab 3.3: A Unified Approach to Metaheuristic Optimization. Proceedings of the VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2010), Valencia, Spain.
  • S. Wagner. 2009. Heuristic Optimization Software Systems - Modeling of Heuristic Optimization Algorithms in the HeuristicLab Software Environment. PhD Thesis, Johannes Kepler University, Linz, Austria.
  • S. Wagner, G. Kronberger, A. Beham, S. Winkler, M. Affenzeller. 2009. Model Driven Rapid Prototyping of Heuristic Optimization Algorithms. Computer Aided Systems Theory - EUROCAST 2009, vol. 5717, Springer, pp. 729–736.
  • S. Wagner, G. Kronberger, A. Beham, S. Winkler, M. Affenzeller. 2008. Modeling of Heuristic Optimization Algorithms. Proceedings of the 20th European Modeling and Simulation Symposium, DIPTEM University of Genova, pp. 106–111.
  • S. Wagner et al. 2007. Benefits of Plugin-Based Heuristic Optimization Software Systems. Computer Aided Systems Theory - EUROCAST 2007, vol. 4739, Springer, pp. 747–754.

Older Versions of HeuristicLab

  • S. Wagner, M. Affenzeller. 2005. HeuristicLab: A Generic and Extensible Optimization Environment. Adaptive and Natural Computing Algorithms, Springer, pp. 538–541.
  • S. Wagner, M. Affenzeller. 2004. HeuristicLab Grid - A Flexible and Extensible Environment for Parallel Heuristic Optimization. Journal of Systems Science, 30(4):103–110.