Publications | PD Dr.-Ing. Christian Grimme | Department of Information Systems

2019

Conference Paper

Bossek, J., & Grimme, C. (2019). Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-Criteria Shortest Path Problems. In Battiti, R., Brunato, M., Kotsireas, I., & Pardalos, P. (Eds.), Learning and Intelligent Optimization (pp. 184–198). Lecture Notes in Computer Science: Vol. 11353. Cham: Springer.
More details BibTeX DOI

@inproceedings{BossekG2019SolvingScalarized,
  author = {J Bossek and C Grimme},
  title = {Solving Scalarized Subproblems within Evolutionary Algorithms for Multi-Criteria Shortest Path Problems},
  booktitle = {Learning and Intelligent Optimization},
  pages = {184--198},
  series = {Lecture Notes in Computer Science},
  volume = {11353},
  editor = {R Battiti and M Brunato and I Kotsireas and P Pardalos},
  year = {2019},
  publisher = {Springer},
  address = {Cham},
  isbn = {978-3-030-05347-5},
  doi = {10.1007/978-3-030-05348-2_17},
  note = {Publication status: Published}
}

Bossek, J., Grimme, C., & Neumann, F. (2019). On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '19), Prague, Czech Republic. (Accepted)
More details BibTeX

@inproceedings{BossekGN2019OnTheBenefits,
  author = {J Bossek and C Grimme and F Neumann},
  title = {On the Benefits of Biased Edge-Exchange Mutation for the Multi-Criteria Spanning Tree Problem},
  booktitle = {Proceedings of the 21$^{th}$ Genetic and Evolutionary Computation Conference (GECCO)},
  year = {2019},
  publisher = {ACM},
  address = {Prague, Czech Republic},
  note = {Publication status: Accepted}
}

Bossek, J., Grimme, C., Meisel, S., Rudolph, G., & Trautmann, H. (2019). Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm. In Deb, K., Goodman, E., Coello, C. C. A., Klamroth, K., Miettinen, K., Mostaghim, S., & Reed, P. (Eds.), Evolutionary Multi-Criterion Optimization (EMO) (pp. 516–528). Lecture Notes in Computer Science: Vol. 11411. Springer International Publishing.
More details BibTeX DOI

@inproceedings{BossekGMRT2019BiObjective,
  author = {Jakob Bossek and Christian Grimme and Stephan Meisel and Günter Rudolph and Heike Trautmann},
  title = {Bi-Objective Orienteering: Towards a Dynamic Multi-Objective Evolutionary Algorithm},
  booktitle = {Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {516--528},
  series = {Lecture Notes in Computer Science},
  volume = {11411},
  editor = {Kalyanmoy Deb and Erik Goodman and Coello Carlos A. Coello and Kathrin Klamroth and Kaisa Miettinen and Sanaz Mostaghim and Patrick Reed},
  year = {2019},
  publisher = {Springer International Publishing},
  address = {East Lansing, Michigan, USA},
  isbn = {978-3-030-12597-4},
  doi = {10.1007/978-3-030-12598-1_41},
  note = {Publication status: Published}
}

Grimme, C., Kerschke, P., Emmerich, M. T. M., Preuss, M., Deutz, A. H., & Trautmann, H. (2019). Sliding to the Global Optimum: How to Benefit from Non-Global Optima in Multimodal Multi-Objective Optimization. In Proceedings of the International Global Optimization Workshop (LeGO 2018), Leiden, The Netherlands, 020052-1-020052-4.
More details BibTeX Full text DOI

@inproceedings{GrimmeKEPDT2019SlidingToThe,
  author = {Christian Grimme and Pascal Kerschke and Michael T M Emmerich and Mike Preuss and André H Deutz and Heike Trautmann},
  title = {Sliding to the Global Optimum: How to Benefit from Non-Global
Optima in Multimodal Multi-Objective Optimization},
  booktitle = {AIP Conference Proceedings},
  pages = {020052-1-020052-4},
  year = {2019},
  publisher = {AIP Publishing},
  address = {Leiden, The Netherlands},
  doi = {10.1063/1.5090019},
  url = {https://aip.scitation.org/doi/pdf/10.1063/1.5090019?class=pdf},
  note = {Publication status: Published}
}

Grimme, C., Kerschke, P., & Trautmann, H. (2019). Multimodality in Multi-Objective Optimization — More Boon than Bane?. In Proceedings of the 10th International Conference on Evolutionary Multi-Criterion Optimization (EMO), East Lansing, MI, USA, 126–138.
More details BibTeX Full text DOI

@inproceedings{GrimmeKT2019Multimodality,
  author = {Christian Grimme and Pascal Kerschke and Heike Trautmann},
  title = {Multimodality in Multi-Objective Optimization --- More Boon than Bane?},
  booktitle = {Proceedings of the 10$^{th}$ International Conference on Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {126--138},
  series = {Lecture Notes in Computer Science},
  volume = {11411},
  editor = {Kalyanmoy Deb and Erik Goodman and Coello Carlos A. Coello and Kathrin Klamroth and Kaisa Miettinen and Sanaz Mostaghim and Patrick Reed},
  year = {2019},
  publisher = {Springer},
  address = {East Lansing, MI, USA},
  doi = {10.1007/978-3-030-12598-1_11},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-12598-1_11},
  note = {Publication status: Published}
}

2018

Article in Journal

Kerschke, P., Wang, H., Preuss, M., Grimme, C., Deutz, A., Trautmann, H., & Emmerich, M. (2018). Search Dynamics on Multimodal Multi-Objective Problems. Evolutionary Computation (ECJ), 0, 1–30. (In press)
More details BibTeX Full text DOI

@article{KerschkeWPGDTE2018SearchDynamics,
  author = {Pascal Kerschke and Hao Wang and Mike Preuss and Christian Grimme and André Deutz and Heike Trautmann and Michael Emmerich},
  title = {Search Dynamics on Multimodal Multi-Objective Problems},
  journal = {Evolutionary Computation (ECJ)},
  year = {2018},
  volume = {0},
  pages = {1--30},
  doi = {10.1162/evco_a_00234},
  url = {https://www.mitpressjournals.org/doi/abs/10.1162/evco_a_00234},
  note = {Publication status: In press}
}

Conference Paper

Bossek, J., Grimme, C., Meisel, S., Rudolph, G., & Trautmann, H. (2018). Local Search Effects in Bi-Objective Orienteering. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '18), Kyoto, Japan, 585–592.
More details BibTeX DOI

@inproceedings{BossekGMRT2018LocalSearch,
  author = {Jakob Bossek and Christian Grimme and Stephan Meisel and Guenter Rudolph and Heike Trautmann},
  title = {Local Search Effects in Bi-Objective Orienteering},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference},
  pages = {585--592},
  series = {GECCO '18},
  year = {2018},
  publisher = {ACM},
  address = {New York, NY, USA},
  isbn = {978-1-4503-5618-3},
  doi = {10.1145/3205455.3205548},
  note = {Publication status: Published}
}

Grimme, C., Assenmacher, D., & Adam, L. (2018). Changing Perspectives: Is it Sufficient to Detect Social Bots?. In Proceedings of the International Conference on Human-Computer Interaction, Las Vegas, United States of America. (Accepted)
More details BibTeX

@inproceedings{GrimmeAA2018ChangingPerspectives,
  author = {Christian Grimme and Dennis Assenmacher and Lena Adam},
  title = {Changing Perspectives: Is it Sufficient to Detect Social Bots?},
  booktitle = {Proceedings of the International Conference on Human-Computer Interaction},
  year = {2018},
  address = {Las Vegas, United States of America},
  issn = {1865-0929},
  note = {Publication status: Accepted}
}

Book (Monography)

Grimme, C., & Bossek, J. (2018). Einführung in die Optimierung — Konzepte, Methoden und Anwendungen (1st ed.). Springer Vieweg.
More details BibTeX DOI

@book{GrimmeB2018Einfuehrung,
  author = {Christian Grimme and Jakob Bossek},
  title = {Einführung in die Optimierung --- Konzepte, Methoden und Anwendungen},
  edition = {1},
  year = {2018},
  publisher = {Springer Vieweg},
  isbn = {978-3-658-21150-9},
  doi = {10.1007/978-3-658-21151-6},
  note = {Publication status: Published}
}

Other

Frischlich, L., & Grimme, C. (2018). Manipulation im Netz: (Medien-) Pädagogik zwischen Fake Accounts, Social Bots, und Propaganda. Münster: Online Whitepaper.
More details BibTeX Full text

@techreport{FrischlichG2018Manipulation,
  author = {L Frischlich and C Grimme},
  title = {Manipulation im Netz: (Medien-) Pädagogik zwischen Fake Accounts, Social Bots, und Propaganda},
  institution = {Online Whitepaper},
  year = {2018},
  address = {Münster},
  url = {http://www.propstop.de/?p=1259〈=de},
  note = {Publication status: Published}
}

2017

Article in Journal

Grimme, C., Preuss, M., Adam, L., & Trautmann, H. (2017). Social Bots: Human-Like by Means of Human Control?. Big Data, 5(4), 279–293.
More details BibTeX Full text DOI

@article{GrimmePAT2017SocialBots,
  author = {C Grimme and M Preuss and L Adam and H Trautmann},
  title = {Social Bots: Human-Like by Means of Human Control?},
  journal = {Big Data},
  year = {2017},
  volume = {5},
  number = {4},
  pages = {279--293},
  doi = {10.1089/big.2017.0044},
  url = {https://doi.org/10.1089/big.2017.0044},
  note = {Publication status: Published}
}

Conference Paper

Bossek, J., & Grimme, C. (2017). An Extended Mutation-Based Priority-Rule Integration Concept for Multi-Objective Machine Scheduling. In Proceedings of the IEEE Symposium Series on Computational Intelligence, Honolulu, Hawaii.
More details BibTeX DOI

@inproceedings{BossekG2017AnExtended,
  author = {J Bossek and C Grimme},
  title = {An Extended Mutation-Based Priority-Rule Integration Concept for Multi-Objective Machine Scheduling},
  booktitle = {Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence (SSCI)},
  year = {2017},
  publisher = {IEEE},
  address = {Honolulu, Hawaii},
  isbn = {978-1-5386-2727-3},
  doi = {10.1109/SSCI.2017.8285224},
  note = {Publication status: Published}
}

Bossek, J., & Grimme, C. (2017). A Pareto-Beneficial Sub-Tree Mutation for the Multi-Criteria Minimum Spanning Tree Problem. In Proceedings of the IEEE Symposium Series on Computational Intelligence, Honolulu, Hawai, 3280–3287.
More details BibTeX DOI

@inproceedings{BossekG2017AParetoBeneficial,
  author = {J Bossek and C Grimme},
  title = {A Pareto-Beneficial Sub-Tree Mutation for the Multi-Criteria Minimum Spanning Tree Problem},
  booktitle = {Proceedings of the 2017 IEEE Symposium Series on Computational
Intelligence (SSCI)},
  pages = {3280--3287},
  year = {2017},
  publisher = {IEEE},
  address = {Honolulu, Hawai},
  isbn = {978-1-5386-2727-3},
  doi = {10.1109/SSCI.2017.8285183},
  note = {Publication status: Published}
}

Kerschke, P., & Grimme, C. (2017). An Expedition to Multimodal Multi-Objective Optimization Landscapes. In Proceedings of the 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO), Münster, Germany, 329–343.
More details BibTeX Full text DOI

@inproceedings{KerschkeG2017AnExpedition,
  author = {Pascal Kerschke and Christian Grimme},
  title = {An Expedition to Multimodal Multi-Objective Optimization Landscapes},
  booktitle = {Proceedings of the 9$^{th}$ International Conference on Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {329--343},
  editor = {Heike Trautmann and Günter Rudolph and Kathrin Klamroth and Oliver Schütze and Margaret Wiecek and Yaochu Jin and Christian Grimme},
  year = {2017},
  publisher = {Springer},
  address = {Münster, Germany},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_23},
  url = {http://link.springer.com/chapter/10.1007/978-3-319-54157-0_23},
  note = {Publication status: Published}
}

Lang, M., & Grimme, C. (2017). Towards Standardized and Seamless Integration of Expert Knowledge into Multi-objective Evolutionary Optimization Algorithms. In Proceedings of the Evolutionary Multi-Criterion Optimization, Münster, 375–389.
More details BibTeX Full text DOI

@inproceedings{LangG2017TowardsStandardized,
  author = {Magdalena Lang and Christian Grimme},
  title = {Towards Standardized and Seamless Integration of Expert Knowledge into Multi-objective Evolutionary Optimization Algorithms},
  booktitle = {Evolutionary Multi-Criterion Optimization --- 9$^{th}$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings},
  pages = {375--389},
  year = {2017},
  publisher = {Springer},
  address = {Münster},
  doi = {10.1007/978-3-319-54157-0_26},
  url = {https://doi.org/10.1007/978-3-319-54157-0_26},
  note = {Publication status: Published}
}

Chapter in Book

Tierney, K., Handali, J., Grimme, C., & Trautmann, H. (2017). Multi-objective Optimization for Liner Shipping Fleet Repositioning. In Trautmann, H., Rudolph, G., Klamroth, K., Schütze, O., Wiecek, M., Jin, Y., & Grimme, C. (Eds.), Evolutionary Multi-Criterion Optimization: 9th International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings (pp. 622–638). Cham: Springer International Publishing.
More details BibTeX Full text DOI

@incollection{TierneyHGT2017MultiObjective,
  author = {K Tierney and J Handali and C Grimme and H Trautmann},
  title = {Multi-objective Optimization for Liner Shipping Fleet Repositioning},
  booktitle = {Evolutionary Multi-Criterion Optimization: 9$^{th}$ International Conference, EMO 2017, Münster, Germany, March 19-22, 2017, Proceedings},
  pages = {622--638},
  editor = {H Trautmann and G Rudolph and K Klamroth and O Schütze and M Wiecek and Y Jin and C Grimme},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_42},
  url = {http://dx.doi.org/10.1007/978-3-319-54157-0_42},
  note = {Publication status: Published}
}

Report

Grimme, C., Frischlich, L., Preuß, M., Assenmacher, D., Adam, L., Trautmann, H., & —, Q. T. (2017). Projekt 345: Validierung der automatisierten Erkennung von Social Bots. Bundesamt für Sicherheit in der Informationstechnik. (Accepted)
More details BibTeX

@techreport{GrimmeFPAAT2017Projekt345,
  author = {C. Grimme and L. Frischlich and M. Preuß and D. Assenmacher and L. Adam and H. Trautmann and Quandt T ---},
  title = {Projekt 345: Validierung der automatisierten Erkennung von Social Bots.},
  institution = {Bundesamt für Sicherheit in der Informationstechnik},
  year = {2017},
  note = {Publication status: Accepted}
}

2016

Article in Journal

Rudolph, G., Schütze, O., Grimme, C., Domínguez-Medina, C., & Trautmann, H. (2016). Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results. Computational Optimization and Applications, 64(2), 589–618.
More details BibTeX Full text DOI

@article{RudolphSGDMT2016OptimalAveraged,
  author = {G Rudolph and O Schütze and C Grimme and C Domínguez-Medina and H Trautmann},
  title = {Optimal averaged Hausdorff archives for bi-objective problems: theoretical and numerical results},
  journal = {Computational Optimization and Applications},
  year = {2016},
  volume = {64},
  number = {2},
  pages = {589--618},
  doi = {10.1007/s10589-015-9815-8},
  url = {http://dx.doi.org/10.1007/s10589-015-9815-8},
  note = {Publication status: Published}
}

Conference Paper

Kerschke, P., Wang, H., Preuss, M., Grimme, C., Deutz, A., Trautmann, H., & Emmerich, M. (2016). Towards Analyzing Multimodality of Multiobjective Landscapes. In Proceedings of the 14th International Conference on Parallel Problem Solving from Nature (PPSN XIV), Edinburgh, Scotland, 962–972.
More details BibTeX Full text DOI

@inproceedings{KerschkeWPGDTE2016TowardsAnalyzing,
  author = {Pascal Kerschke and Hao Wang and Mike Preuss and Christian Grimme and André Deutz and Heike Trautmann and Michael Emmerich},
  title = {Towards Analyzing Multimodality of Multiobjective Landscapes},
  booktitle = {Proceedings of the 14$^{th}$ International Conference on Parallel Problem Solving from Nature (PPSN XIV)},
  pages = {962--972},
  series = {Lecture Notes in Computer Science},
  year = {2016},
  publisher = {Springer},
  address = {Edinburgh, Scotland},
  doi = {10.1007/978-3-319-45823-6_90},
  url = {http://link.springer.com/content/pdf/10.1007%2F978-3-319-45823-6_90.pdf},
  note = {Publication status: Published}
}

2015

Conference Paper

Grimme, C., Meisel, S., Trautmann, H., Rudolph, G., & Wölck, M. (2015). Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle. In Proceedings of the European Conference On Information Systems, Münster, Germany.
More details BibTeX

@inproceedings{GrimmeMTRW2015MultiObjective,
  author = {C Grimme and S Meisel and H Trautmann and G Rudolph and M Wölck},
  title = {Multi-Objective Analysis of Approaches to Dynamic Routing Of a Vehicle},
  booktitle = {Proceedings of the European Conference On Information Systems},
  year = {2015},
  address = {Münster, Germany},
  note = {Publication status: Published}
}

Meisel, S., Grimme, C., Bossek, J., Wölck, M., Rudolph, G., & Trautmann, H. (2015). Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle. In Proceedings of the Genetic and Evolutionary Computation Conference, Madrid, Spain, 425–432.
More details BibTeX DOI

@inproceedings{MeiselGBWRT2015Evaluation,
  author = {Stephan Meisel and Christian Grimme and Jakob Bossek and Martin Wölck and Guenter Rudolph and Heike Trautmann},
  title = {Evaluation of a Multi-Objective EA on Benchmark Instances for Dynamic Routing of a Vehicle},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '15)},
  pages = {425--432},
  year = {2015},
  address = {Madrid, Spain},
  isbn = {978-1-4503-3472-3},
  doi = {10.1145/2739480.2754705},
  note = {Publication status: Published}
}

Abstract / Poster

Martí, L., Grimme, C., Kerschke, P., Trautmann, H., & Rudolph, G. (2015). Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms. Poster session presented at the Genetic and Evolutionary Computation Conference (GECCO '15), Madrid, Spain.
More details BibTeX Full text DOI

@misc{MartiGKTR2015AveragedHausdorff,
  author = {Luis Martí and Christian Grimme and Pascal Kerschke and Heike Trautmann and Günter Rudolph},
  title = {Averaged Hausdorff Approximations of Pareto Fronts Based on Multiobjective Estimation of Distribution Algorithms},
  year = {2015},
  howpublished = {Poster session presented at the Genetic and Evolutionary Computation Conference (GECCO '15)},
  doi = {10.1145/2739482.2764631},
  url = {http://doi.acm.org/10.1145/2739482.2764631},
  note = {Publication status: Published}
}

Other

Martí, L., Grimme, C., Kerschke, P., Trautmann, H., & Rudolph, G. (2015). Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms.
More details BibTeX Full text

@techreport{MartiGKTR2015AveragedHausdorff,
  author = {Luis Martí and Christian Grimme and Pascal Kerschke and Heike Trautmann and Günter Rudolph},
  title = {Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms},
  institution = {},
  number = {2015},
  volume = {2015},
  year = {2015},
  url = {http://arxiv.org/abs/1503.07845},
  note = {Publication status: Published}
}

2014

Conference Paper

Rudolph, G., Grimme, C., Schütze, O., & Trautmann, H. (2014). An Aspiration Set EMOA Based on Averaged Hausdorff Distances. In Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8), Gainesville, Florida, USA, 153–156.
More details BibTeX Full text

@inproceedings{RudolphGST2014AnAspiration,
  author = {Günter Rudolph and Christian Grimme and Oliver Schütze and Heike Trautmann},
  title = {An Aspiration Set EMOA Based on Averaged Hausdorff Distances},
  booktitle = {Proceedings of the Learning and Intelligent OptimizatioN Conference (LION 8)},
  pages = {153--156},
  series = {Lecture Notes in Computer Science},
  volume = {8426},
  year = {2014},
  publisher = {Springer},
  address = {Gainesville, Florida, USA},
  url = {http://www.caopt.com/LION8/Papers/Gunther.pdf},
  note = {Publication status: Published}
}

Chapter in Book

Kerschke, P., Preuss, M., Hernández, C., Schütze, O., Sun, J.-Q., Grimme, C., Rudolph, G., Bischl, B., & Trautmann, H. (2014). Cell Mapping Techniques for Exploratory Landscape Analysis. In Tantar, A.-A., Tantar, E., Sun, J.-Q., Zhang, W., Ding, Q., Schütze, O., Emmerich, M. T. M., Legrand, P., Del, M. P., & Coello, C. C. A. (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V (pp. 115–131). Advances in Intelligent Systems and Computing: Vol. 288. Cham: Springer International Publishing.
More details BibTeX Full text DOI

@incollection{KerschkePHSSGRBT2014CellMapping,
  author = {Pascal Kerschke and Mike Preuss and Carlos Hernández and Oliver Schütze and Jian-Qiao Sun and Christian Grimme and Günter Rudolph and Bernd Bischl and Heike Trautmann},
  title = {Cell Mapping Techniques for Exploratory Landscape Analysis},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  pages = {115--131},
  series = {Advances in Intelligent Systems and Computing},
  volume = {288},
  editor = {Alexandru-Adrian Tantar and Emilia Tantar and Jian-Qiao Sun and Wei Zhang and Qian Ding and Oliver Schütze and Michael T M Emmerich and Pierrick Legrand and Moral Pierre Del and Coello Carlos A Coello},
  year = {2014},
  publisher = {Springer International Publishing},
  address = {Cham},
  isbn = {978-3-319-07493-1},
  doi = {10.1007/978-3-319-07494-8_9},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_9},
  note = {Publication status: Published}
}

Rudolph, G., Schütze, O., Grimme, C., & Trautmann, H. (2014). A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets. In Tantar, A., Tantar, E., Sun, J., Zhang, W., Ding, Q., Schütze, O., Emmerich, M., Legrand, P., Del, M. P., & Coello, C. C. (Eds.), EVOLVE — A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V (pp. 261–273). Advances in Intelligent Systems and Computing: Vol. 288. Springer International Publishing.
More details BibTeX Full text DOI

@incollection{RudolphSGT2014AMultiobjective,
  author = {G Rudolph and O Schütze and C Grimme and H Trautmann},
  title = {A Multiobjective Evolutionary Algorithm Guided by Averaged Hausdorff Distance to Aspiration Sets},
  booktitle = {EVOLVE --- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  pages = {261--273},
  series = {Advances in Intelligent Systems and Computing},
  volume = {288},
  editor = {A Tantar and E Tantar and J Sun and W Zhang and Q Ding and O Schütze and M Emmerich and P Legrand and Moral P Del and Coello CA Coello},
  year = {2014},
  publisher = {Springer International Publishing},
  isbn = {978-3-319-07493-1},
  doi = {10.1007/978-3-319-07494-8_18},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_18},
  note = {Publication status: Published}
}

2013

Article in Journal

Grimme, C., Lepping, J., & Schwiegelshohn, U. (2013). Multi-criteria scheduling: an agent-based approach for expert knowledge integration. Journal of Scheduling, 16(4), 369–383.
More details BibTeX DOI

@article{GrimmeLS2013MultiCriteria,
  author = {C Grimme and J Lepping and U Schwiegelshohn},
  title = {Multi-criteria scheduling: an agent-based approach for expert knowledge integration},
  journal = {Journal of Scheduling},
  year = {2013},
  volume = {16},
  number = {4},
  pages = {369--383},
  doi = {10.1007/s10951-011-0256-7},
  note = {Publication status: Published}
}

Chapter in Book

Grimme, C., Kemmerling, M., & Lepping, J. (2013). On the Integration of Theoretical Single-Objective Scheduling Results for Multi-objective Problems. In Tantar, E., Tantar, A., Bouvry, P., Del, M. P., Legrand, P., Coello, C. C., & Schütze, O. (Eds.), EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation (pp. 333–363). Studies in Computational Intelligence: Vol. 447. Springer Berlin Heidelberg.
More details BibTeX Full text DOI

@incollection{GrimmeKL2013OnTheIntegration,
  author = {C Grimme and M Kemmerling and J Lepping},
  title = {On the Integration of Theoretical Single-Objective Scheduling Results for Multi-objective Problems},
  booktitle = {EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation},
  pages = {333--363},
  series = {Studies in Computational Intelligence},
  volume = {447},
  editor = {E Tantar and A Tantar and P Bouvry and Moral P Del and P Legrand and Coello CA Coello and O Schütze},
  year = {2013},
  publisher = {Springer Berlin Heidelberg},
  isbn = {978-3-642-32725-4},
  doi = {10.1007/978-3-642-32726-1_10},
  url = {http://dx.doi.org/10.1007/978-3-642-32726-1_10},
  note = {Publication status: Published}
}

2012

Article in Journal

Grimme, C., Lepping, J., & Papaspyrou, A. (2012). Parallel Predator-Prey Interaction for Evolutionary Multi-Objective Optimization. Natural Computing, 11(3), 519–533.
More details BibTeX DOI

@article{GrimmeLP2012ParallelPredatorPrey,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Parallel Predator-Prey Interaction for Evolutionary Multi-Objective Optimization},
  journal = {Natural Computing},
  year = {2012},
  volume = {11},
  number = {3},
  pages = {519--533},
  doi = {10.1007/s11047-011-9266-9},
  note = {Publication status: Published}
}

Chapter in Book

Grimme, C., & Lepping, J. (2012). An Approach to Instantly Use Single-Objective Results for Multi-objective Evolutionary Combinatorial Optimization. In Hamadi, Y., & Schoenauer, M. (Eds.), Learning and Intelligent Optimization (pp. 396–401). Lecture Notes in Computer Science. Springer Berlin Heidelberg.
More details BibTeX Full text DOI

@incollection{GrimmeL2012AnApproach,
  author = {C Grimme and J Lepping},
  title = {An Approach to Instantly Use Single-Objective Results for Multi-objective Evolutionary Combinatorial Optimization},
  booktitle = {Learning and Intelligent Optimization},
  pages = {396--401},
  series = {Lecture Notes in Computer Science},
  editor = {Y Hamadi and M Schoenauer},
  year = {2012},
  publisher = {Springer Berlin Heidelberg},
  isbn = {978-3-642-34412-1},
  doi = {10.1007/978-3-642-34413-8_34},
  url = {http://dx.doi.org/10.1007/978-3-642-34413-8_34},
  note = {Publication status: Published}
}

Thesis

Grimme, C. (2012). Das Räuber-Beute-Modell für die mehrkriterielle Optimierung — Analyse und Anwendung. Dissertation at the Technische Universität Dortmund.
More details BibTeX

@phdthesis{Grimme2012DasRaeuberBeuteModell,
  author = {C Grimme},
  title = {Das Räuber-Beute-Modell für die mehrkriterielle Optimierung --- Analyse und Anwendung},
  school = {Technische Universität Dortmund},
  type = {Dissertation},
  year = {2012},
  note = {Publication status: Published}
}

2011

Article in Journal

Fölling, A., Grimme, C., Lepping, J., & Papaspyrou, A. (2011). Connecting Community-Grids by Supporting Job Negotiation with Co-evolutionary Fuzzy-Systems. Soft Computing — A Fusion of Foundations, Methodologies and Applications, 15(12), 2375–2387.
More details BibTeX

@article{FoellingGLP2011Connecting,
  author = {A Fölling and C Grimme and J Lepping and A Papaspyrou},
  title = {Connecting Community-Grids by Supporting Job Negotiation with Co-evolutionary Fuzzy-Systems},
  journal = {Soft Computing --- A Fusion of Foundations, Methodologies and Applications},
  year = {2011},
  volume = {15},
  number = {12},
  pages = {2375--2387},
  note = {Publication status: Published}
}

Conference Paper

Grimme, C., Kemmerling, M., & Lepping, J. (2011). An expertise-guided multi-criteria approach to scheduling problems. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 47–48.
More details BibTeX

@inproceedings{GrimmeKL2011AnExpertiseGuided,
  author = {C Grimme and M Kemmerling and J Lepping},
  title = {An expertise-guided multi-criteria approach to scheduling problems},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
  pages = {47--48},
  year = {2011},
  publisher = {ACM Press},
  note = {Publication status: Published}
}

Grimme, C., & Lepping, J. (2011). Combining basic heuristics for solving multi-objective scheduling problems. In IEEE Symposium on Computational Intelligence in Scheduling (SCIS), 9–16.
More details BibTeX

@inproceedings{GrimmeL2011CombiningBasic,
  author = {C Grimme and J Lepping},
  title = {Combining basic heuristics for solving multi-objective scheduling problems},
  booktitle = {IEEE Symposium on Computational Intelligence in Scheduling (SCIS)},
  pages = {9--16},
  year = {2011},
  note = {Publication status: Published}
}

Grimme, C., & Lepping, J. (2011). Integrating niching into the predator-prey model using epsilon-constraints. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 109–110.
More details BibTeX

@inproceedings{GrimmeL2011Integrating,
  author = {C Grimme and J Lepping},
  title = {Integrating niching into the predator-prey model using epsilon-constraints},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
  pages = {109--110},
  year = {2011},
  publisher = {ACM Press},
  note = {Publication status: Published}
}

2010

Article in Journal

Fölling, A., Grimme, C., Lepping, J., & Papaspyrou, A. (2010). Robust Load Delegation in Service Grid Environments. IEEE Transactions on Parallel and Distributed Systems, 21(9), 1304–1316.
More details BibTeX Full text DOI

@article{FoellingGLP2010RobustLoad,
  author = {A Fölling and C Grimme and J Lepping and A Papaspyrou},
  title = {Robust Load Delegation in Service Grid Environments},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  year = {2010},
  volume = {21},
  number = {9},
  pages = {1304--1316},
  doi = {10.1109/TPDS.2010.16},
  url = {http://doi.ieeecomputersociety.org/10.1109/TPDS.2010.16},
  note = {Publication status: Published}
}

Conference Paper

Fölling, A., Grimme, C., Lepping, J., & Papaspyrou, A. (2010). The Gain of Resource Delegation in Distributed Computing Environments. In Schwiegelshohn, U., & Frachtenberg, E. (Eds.), Proceedings of the 15th Workshop on Job Scheduling Strategies for Parallel Processing (pp. 77–92). Lecture Notes in Computer Science. Atlanta (GA), United States: Springer.
More details BibTeX

@inproceedings{FoellingGLP2010TheGainOfResource,
  author = {A Fölling and C Grimme and J Lepping and A Papaspyrou},
  title = {The Gain of Resource Delegation in Distributed Computing Environments},
  booktitle = {Proceedings of the 15$^{th}$ Workshop on Job Scheduling Strategies for Parallel Processing},
  pages = {77--92},
  series = {Lecture Notes in Computer Science},
  number = {6253},
  editor = {U Schwiegelshohn and E Frachtenberg},
  year = {2010},
  publisher = {Springer},
  address = {Atlanta (GA), United States},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., Moreno, P. J., & Papaspyrou, A. (2010). Applying P2P Strategies to Scheduling in Decentralized Grid Computing Infrastructures. In Proceedings of the Sixth International Workshop on Scheduling and Resource Management for Parallel and Distributed Systems, 295–302.
More details BibTeX

@inproceedings{GrimmeLMP2010ApplyingP2P,
  author = {C Grimme and J Lepping and Picon J Moreno and A Papaspyrou},
  title = {Applying P2P Strategies to Scheduling in Decentralized Grid Computing Infrastructures},
  booktitle = {Proceedings of the Sixth International Workshop on Scheduling and Resource Management for Parallel and Distributed Systems},
  pages = {295--302},
  year = {2010},
  publisher = {IEEE Press},
  address = {San Diego},
  note = {Publication status: Published}
}

2009

Article in Journal

Fölling, A., Grimme, C., Lepping, J., Papaspyrou, A., & Schwiegelshohn, U. (2009). Competitive Co-evolutionary Learning of Fuzzy Systems for Job Exchange in Computational Grids. Evolutionary Computation, 17(4), 545–560.
More details BibTeX DOI

@article{FoellingGLPS2009Competitive,
  author = {A Fölling and C Grimme and J Lepping and A Papaspyrou and U Schwiegelshohn},
  title = {Competitive Co-evolutionary Learning of Fuzzy Systems for Job Exchange in Computational Grids},
  journal = {Evolutionary Computation},
  year = {2009},
  volume = {17},
  number = {4},
  pages = {545--560},
  doi = {10.1162/evco.2009.17.4.17406},
  note = {Publication status: Published}
}

Grimme, C., & Papaspyrou, A. (2009). Cooperative Negotiation and Scheduling of Scientific Workflows in the Collaborative Climate Community Data and Processing Grid. Future Generation Computer Systems, 25, 301–307.
More details BibTeX DOI

@article{GrimmeP2009Cooperative,
  author = {C Grimme and A Papaspyrou},
  title = {Cooperative Negotiation and Scheduling of Scientific Workflows in the Collaborative Climate Community Data and Processing Grid},
  journal = {Future Generation Computer Systems},
  year = {2009},
  volume = {25},
  pages = {301--307},
  doi = {10.1016/j.future.2008.05.002},
  note = {Publication status: Published}
}

Plantikow, S., Peter, K., Högqvist, M., Grimme, C., & Papaspyrou, A. (2009). Generalizing the Data Management of Three Community Grids. Future Generation Computer Systems, 25, 281–289.
More details BibTeX DOI

@article{PlantikowPHGP2009Generalizing,
  author = {S Plantikow and K Peter and M Högqvist and C Grimme and A Papaspyrou},
  title = {Generalizing the Data Management of Three Community Grids},
  journal = {Future Generation Computer Systems},
  year = {2009},
  volume = {25},
  pages = {281--289},
  doi = {10.1016/j.future.2008.05.001},
  note = {Publication status: Published}
}

Conference Paper

Fölling, A., Grimme, C., Lepping, J., & Papaspyrou, A. (2009). Decentralized Grid Scheduling with Evolutionary Fuzzy Systems. In Frachtenberg, E., & Schwiegelshohn, U. (Eds.), Proceedings of the 14th Job Scheduling Strategies for Parallel Processing (pp. 16–36). Lecture Notes in Computer Science: Vol. 5798. Springer.
More details BibTeX

@inproceedings{FoellingGLP2009Decentralized,
  author = {A Fölling and C Grimme and J Lepping and A Papaspyrou},
  title = {Decentralized Grid Scheduling with Evolutionary Fuzzy Systems},
  booktitle = {Proceedings of the 14$^{th}$ Job Scheduling Strategies for Parallel Processing},
  pages = {16--36},
  series = {Lecture Notes in Computer Science},
  volume = {5798},
  editor = {E Frachtenberg and U Schwiegelshohn},
  year = {2009},
  publisher = {Springer},
  address = {Rome},
  note = {Publication status: Published}
}

Fölling, A., Grimme, C., Lepping, J., & Papaspyrou, A. (2009). Co-evolving Fuzzy Rule Sets for Job Exchange in Computational Grids. In Proceedings of the International Conference on Fuzzy Systems, Jeju Island, Korea, 1683–1688.
More details BibTeX

@inproceedings{FoellingGLP2009CoEvolving,
  author = {A Fölling and C Grimme and J Lepping and A Papaspyrou},
  title = {Co-evolving Fuzzy Rule Sets for Job Exchange in Computational Grids},
  booktitle = {Proceedings of the 2009 IEEE International Conference on Fuzzy Systems},
  pages = {1683--1688},
  year = {2009},
  publisher = {IEEE Press},
  address = {Jeju Island, Korea},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., & Papaspyrou, A. (2009). Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model. In Proceedings of the Fifth International Conference on Evolutionary Multi-Criterion Optimization (EMO), 510–524.
More details BibTeX

@inproceedings{GrimmeLP2009AdaptingTo,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model},
  booktitle = {Proceedings of the Fifth International Conference on Evolutionary Multi-Criterion Optimization (EMO)},
  pages = {510--524},
  series = {Lecture Notes in Computer Science},
  volume = {5467},
  editor = {M Ehrgott and CM Fonseca and X Gandibleux and J Hao and M Sevaux},
  year = {2009},
  note = {Publication status: Published}
}

2008

Conference Paper

Grimme, C., Lepping, J., & Papaspyrou, A. (2008). Prospects of Collaboration between Compute Providers by means of Job Interchange. In Frachtenberg, E., & Schwiegelshohn, U. (Eds.), Proceedings of the 13th Job Scheduling Strategies for Parallel Processing (pp. 132–151). Lecture Notes in Computer Science: Vol. 4942. Springer.
More details BibTeX

@inproceedings{GrimmeLP2008ProspectsOf,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Prospects of Collaboration between Compute Providers by means of Job Interchange},
  booktitle = {Proceedings of the 13$^{th}$ Job Scheduling Strategies for Parallel Processing},
  pages = {132--151},
  series = {Lecture Notes in Computer Science},
  volume = {4942},
  editor = {E Frachtenberg and U Schwiegelshohn},
  year = {2008},
  publisher = {Springer},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., & Papaspyrou, A. (2008). Benefits of Job Exchange Between Autonomous Sites in Decentralized Computational Grids. In Priol, T., Lefevre, L., & Buyya, R. (Eds.), Proccedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid) (pp. 25–32). IEEE Computer Society.
More details BibTeX

@inproceedings{GrimmeLP2008BenefitsOf,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Benefits of Job Exchange Between Autonomous Sites in Decentralized Computational Grids},
  booktitle = {Proccedings of the 8$^{th}$ IEEE International Symposium on Cluster Computing and the Grid (CCGrid)},
  pages = {25--32},
  editor = {T Priol and L Lefevre and R Buyya},
  year = {2008},
  publisher = {IEEE Computer Society},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., & Papaspyrou, A. (2008). The Parallel Predator-Prey Model: A Step Towards Practical Application. In Rudolph, G., & others, (Eds.), Proceedings of the 10th International Conference on Parallel Problem Solving From Nature (PPSN X) (pp. 681–690). Lecture Notes in Computer Science: Vol. 5199. Springer.
More details BibTeX

@inproceedings{GrimmeLP2008TheParallel,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {The Parallel Predator-Prey Model: A Step Towards Practical Application},
  booktitle = {Proceedings of the 10$^{th}$ International Conference on Parallel Problem Solving From Nature (PPSN X)},
  pages = {681--690},
  series = {Lecture Notes in Computer Science},
  volume = {5199},
  editor = {G Rudolph and  others},
  year = {2008},
  publisher = {Springer},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., & Papaspyrou, A. (2008). Discovering Performance Bounds for Grid Scheduling by using Evolutionary Multiobjective Optimization. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 1491–1498.
More details BibTeX

@inproceedings{GrimmeLP2008Discovering,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Discovering Performance Bounds for Grid Scheduling by using Evolutionary Multiobjective Optimization},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
  pages = {1491--1498},
  year = {2008},
  publisher = {ACM},
  address = {New York, NY, USA},
  note = {Publication status: Published}
}

2007

Conference Paper

Freitag, S., Grimme, C., Papaspyrou, A., & Schley, L. (2007). On the Applicability of OGSA-BES to D-Grid Community Scheduling Systems. In Proceedings of the German E-Science Conference (GES).
More details BibTeX

@inproceedings{FreitagGPS2007OnTheApplicability,
  author = {S Freitag and C Grimme and A Papaspyrou and L Schley},
  title = {On the Applicability of OGSA-BES to D-Grid Community Scheduling Systems},
  booktitle = {Proceedings of the German E-Science Conference (GES)},
  year = {2007},
  address = {Baden-Baden, Germany},
  note = {Publication status: Published}
}

Grimme, C., Langhammer, T., Papaspyrou, A., & Schintke, F. (2007). Negotiation-based Choreography of Data-intensive Applications in the C3Grid Project. In Proceedings of the German E-Science Conference (GES).
More details BibTeX

@inproceedings{GrimmeLPS2007NegotiationBased,
  author = {C Grimme and T Langhammer and A Papaspyrou and F Schintke},
  title = {Negotiation-based Choreography of Data-intensive Applications in the C3Grid Project},
  booktitle = {Proceedings of the German E-Science Conference (GES)},
  year = {2007},
  address = {Baden-Baden, Germany},
  note = {Publication status: Published}
}

Grimme, C., & Lepping, J. (2007). Designing Multi-Objective Variation Operators Using a Predator-Prey Approach. In Proceedings of the Fourth International Conference on Evolutionary Multi-Criterion Optimization, 21–35.
More details BibTeX

@inproceedings{GrimmeL2007DesigningMultiObjective,
  author = {C Grimme and J Lepping},
  title = {Designing Multi-Objective Variation Operators Using a Predator-Prey Approach},
  booktitle = {Proceedings of the Fourth International Conference on Evolutionary Multi-Criterion Optimization},
  pages = {21--35},
  series = {Lecture Notes in Computer Science},
  volume = {4403},
  year = {2007},
  publisher = {Springer},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., & Papaspyrou, A. (2007). Exploring the Behavior of Building Blocks for Multi-Objective Variation Operator Design using Predator-Prey Dynamics. In Thierens, D., & others, (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) (pp. 805–812). London: ACM Press.
More details BibTeX

@inproceedings{GrimmeLP2007ExploringThe,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Exploring the Behavior of Building Blocks for Multi-Objective Variation Operator Design using Predator-Prey Dynamics},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
  pages = {805--812},
  editor = {D Thierens and  others},
  year = {2007},
  publisher = {ACM Press},
  address = {London},
  note = {Publication status: Published}
}

Grimme, C., Lepping, J., & Papaspyrou, A. (2007). Identifying Job Migration Characteristics in Decentralized Grid Scheduling Scenarios. In Zheng, S. (Ed.), Proceedings of the 19th International Conference on Parallel and Distributed Computing and Systems (PDCS) (pp. 124–129). Cambridge (MA), USA: ACTA Press.
More details BibTeX

@inproceedings{GrimmeLP2007Identifying,
  author = {C Grimme and J Lepping and A Papaspyrou},
  title = {Identifying Job Migration Characteristics in Decentralized Grid Scheduling Scenarios},
  booktitle = {Proceedings of the 19$^{th}$ International Conference on Parallel and Distributed Computing and Systems (PDCS)},
  pages = {124--129},
  editor = {SQ Zheng},
  year = {2007},
  publisher = {ACTA Press},
  address = {Cambridge (MA), USA},
  note = {Publication status: Published}
}

Report

Grimme, C., Lepping, J., Papaspyrou, A., Wieder, P., Yahyapour, R., Oleksiak, A., Wäldrich, O., & Ziegler, W. (2007). Towards a standards-based Grid Scheduling Architecture. Institute on Resource Management and Scheduling.
More details BibTeX

@techreport{GrimmeLPWYOWZ2007TowardsAStandardsBased,
  author = {C Grimme and J Lepping and A Papaspyrou and P Wieder and R Yahyapour and A Oleksiak and O Wäldrich and W Ziegler},
  title = {Towards a standards-based Grid Scheduling Architecture},
  institution = {Institute on Resource Management and Scheduling},
  number = {TR-0123},
  number = {TR-0123},
  year = {2007},
  note = {Publication status: Published}
}

2006

Conference Paper

Grimme, C., & Schmitt, K. (2006). Inside a Predator-Prey Model for Multi-Objective Optimization: A Second Study. In H., G. B., & others, (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) (pp. 707–714). New York: ACM Press.
More details BibTeX

@inproceedings{GrimmeS2006InsideAPredatorPrey,
  author = {C Grimme and K Schmitt},
  title = {Inside a Predator-Prey Model for Multi-Objective Optimization: A Second Study},
  booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)},
  pages = {707--714},
  editor = {G. Beyer H. and  others},
  year = {2006},
  publisher = {ACM Press},
  address = {New York},
  note = {Publication status: Published}
}

2005

Report

Grimme, C. (2005). Räuber-Beute-Systeme für die mehrkriterielle Optimierung. Technische Universität Dortmund.
More details BibTeX

@techreport{Grimme2005RaeuberBeuteSysteme,
  author = {C Grimme},
  title = {Räuber-Beute-Systeme für die mehrkriterielle Optimierung},
  institution = {Technische Universität Dortmund},
  number = {SYS--5/05},
  number = {SYS--5/05},
  year = {2005},
  note = {Publication status: Published}
}