Heiner Zille

Heiner Zille

Fakultät für Informatik
Institute for Intelligent Cooperating Systems
Gebäude 29, Universitätsplatz 2, 39106, Magdeburg, G29-013
Vita

Heiner studied Information Engineering and Management at the Karlruhe Institute of Technology (KIT), Germany and the Doshisha University, Japan. He received his B.Sc. and M.Sc. degrees in 2011 and 2014 respectively. Currently he is working as a research assistant and pursuing his PhD degree in the areas of evolutionary computation and swarm intelligence. From August 2015 to July 2016 he worked as a guest PhD student at the Osaka Prefecture University in Sakai, Japan. His research focusses on multi-objective optimisation, in particular on problems with large numbers of decision variables. 

 

Publications

Journal Papers

  • Sanaz Mostaghim, Christoph Steup and Heiner Zille
  • Multi-Objective Distance Minimization Problems and its Application in Technical Systems
  • Accepted at the Journal on "at - Automatisierungstechnik", 2018

 

  • Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim and Yusuke Nojima
  • A Framework for Large-scale Multi-objective Optimization based on Problem Transformation (Download) (Supplement Material) (Sourcecode)
  • IEEE Transactions on Evolutionary Computation, Vol. 22, Issue 2, pp. 260-275, April 2018. --> Link

 

Conference Papers

  • Frederick Sander, Heiner Zille and Sanaz Mostaghim
  • Transfer Strategies from Single- to Multi-objective Grouping Mechanism (Download) (Supplement Material) (Sourcecode)
  • In the Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO), Pages 729-736, Kyoto, July 2018 --> Link

 

  • Heiner Zille and Sanaz Mostaghim
  • Comparison Study of Large-scale Optimisation Techniques on the LSMOP Benchmark Functions (Download) (Sourcecode)
  • IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Honolulu, Hawaii, November 2017 --> Link

 

  • Heiner Zille, André Kottenhahn and Sanaz Mostaghim
  • Dynamic Distance Minimization Problems for dynamic Multi-objective Optimization (Download)
  • IEEE Congress on Evolutionary Computation (CEC), Pages 952 - 960, IEEE, San Sebastian, Spain, June 2017 --> Link

 

  • Ruby V. L. Moritz, Heiner Zille, and Sanaz Mostaghim 
  • Elitism and aggregation methods in partial redundant evolutionary swarms solving multi-objective tasks
  • IEEE Congress on Evolutionary Computation (CEC), Pages 1467 - 1473, IEEE, San Sebastian, Spain, June 2017 --> Link

 

  • Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim and Yusuke Nojima
  • Mutation Operators Based on Variable Grouping for Multi-objective Large-scale Optimization (Download)
  • IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Athens, Greece, December 2016 --> Link

 

  • Heiner Zille, Hisao Ishibuchi, Sanaz Mostaghim and Yusuke Nojima
  • Weighted Optimization Framework for Large-scale Multi-objective Optimization (Download) (Sourcecode)
  • Genetic and Evolutionary Computation Conference (GECCO), ACM, Denver, USA, July 2016 --> Link

 

  • Patrick Laack, Heiner Zille and Sanaz Mostaghim
  • Multi-objective Fitness-proportional Attraction Approach with Weights (Download)
  • IEEE Congress on Evolutionary Computation (CEC), IEEE, Vancouver, Canada, July 2016 --> Link

 

  • Kei Harada, Misato Tanaka, Satoru Hiwa, Heiner Zille, Sanaz Mostaghim and Tomoyuki Hiroyasu
  • Functional brain network extraction using a genetic algorithm with a kick-out method
  • IEEE Congress on Evolutionary Computation (CEC), IEEE, Vancouver, Canada, July 2016 --> Link

 

  • Heiner Zille and Sanaz Mostaghim
  • Using ε-Dominance for Hidden and Degenerated Pareto-Fronts (Download)
  • IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Cape Town, South Africa, December 2015 --> Link

 

  • Heiner Zille and Sanaz Mostaghim
  • Properties of Scalable Distance Minimization Problems using the Manhattan Metric (Download)
  • IEEE Congress on Evolutionary Computation (CEC), IEEE, Sendai, Japan, May 2015 --> Link

 

  • Heiner Zille, Sakito Nunokawa, Sanaz Mostaghim, Mitsunori Miki and Tomoyuki Hiroyasu
  • Comparison Study of MOEAs with High Dimensional Objective and Decision Spaces
  • Japanese Society for Evolutionary Computation Symposium, Kirishima, Japan, December 2013

 

Theses

  • Heiner Zille
  • Cooperative Coevolution for large-scale multiobjective Distance Minimization Problems
  • Master Thesis, Karlsruhe Institute of Technology (KIT), 2014

 

  • Heiner Zille
  • Finding Simple Routes Guaranteeing Distance Thresholds
  • Bachelor Thesis, Karlsruhe Institute of Technology (KIT), 2011

 

Teaching Activities

Lectures and Seminars

  • Tutorials for the lecture Intelligente Systeme, Winter 2018/19
  • Seminar Computational Intelligence in Multi-Agent Systems, Summer 2018
  • Tutorials for the lecture Intelligente Systeme, Winter 2017/18
  • Seminar Intelligent Systems, Summer 2017
  • Tutorials for the lecture Evolutionäre Algorithmen, Summer 2017
  • Tutorials for the lecture Organic Computing, Winter 2016/17
  • Tutorials for the lecture Evolutionäre Algorithmen, Summer 2015
  • Tutorials for the lecture Organic Computing, Winter 2014/15
  • Seminar Social Robotics, Winter 2014/15

 

Advisor of Bachelor and Master Theses

Topics under work:

  • Multi-Criteria and Variability Analysis of Brain Activities in Dart-Game, Master Thesis
  • Using Multi-objective Optimisation for analysing fMRI Data, Master Thesis
  • Contraint-Handling Techniques for Highly Constrained Optimisation Problems, Master Thesis
  • Genetic Programming for Physical Variables, Bachelor Thesis

 

Finished topics:

  • Supervision: Sanaz Mostaghim
  • Advisor: Christoph Steup, Heiner Zille
  • June 2018

 

 

 

 

  • Patrick Laack
  • Multi-objective Fitness-proportional Attraction Approach with Weights
  • Master Thesis, OVGU
  • Supervision: Sanaz Mostaghim
  • Advisor: Heiner Zille
  • November 2015

 

Last Modification: 15.10.2018 - Contact Person:

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