Publications

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Emmerich M and Deutz A (2014), "Time Complexity and Zeros of the Hypervolume Indicator Gradient Field", In EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation III. Vol. 500, pp. 169-193. Springer International Publishing.
BibTeX:
@incollection{ED2014,
  author = {Emmerich, Michael and Deutz, André},
  editor = {Schuetze, Oliver and Coello Coello, Carlos A. and Tantar, Alexandru-Adrian and Tantar, Emilia and Bouvry, Pascal and Moral, Pierre Del and Legrand, Pierrick},
  title = {Time Complexity and Zeros of the Hypervolume Indicator Gradient Field},
  booktitle = {EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation III},
  publisher = {Springer International Publishing},
  year = {2014},
  volume = {500},
  pages = {169-193}
}
Gheorghe M, Snoeck M, Emmerich M, Bäck T, Goeman JJ and Raz V (2014), "Major aging-associated RNA expressions change at two distinct age-positions", BMC genomics. Vol. 15(1), pp. 132. BioMed Central Ltd.
BibTeX:
@article{GSE+2014,
  author = {Gheorghe, Marius and Snoeck, Marc and Emmerich, Michael and Bäck, Thomas and Goeman, Jelle J and Raz, Vered},
  title = {Major aging-associated RNA expressions change at two distinct age-positions},
  journal = {BMC genomics},
  publisher = {BioMed Central Ltd},
  year = {2014},
  volume = {15},
  number = {1},
  pages = {132}
}
Hupkens I, Emmerich M and Deutz A (2014), "Faster Computation of Expected Hypervolume Improvement", ArXiv e-prints, LIACS Technical Report 2004-03., August, 2014.
BibTeX:
@article{2014arXiv1408.7114H,
  author = {Hupkens, I. and Emmerich, M. and Deutz, A.},
  title = {Faster Computation of Expected Hypervolume Improvement},
  journal = {ArXiv e-prints, LIACS Technical Report 2004-03},
  year = {2014}
}
Sosa Hernandez VA, Schuetze O and Emmerich M (2014), "Hypervolume Maximization via Set Based Newton's Method", In EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V. Vol. 288, pp. 15-28. Springer International Publishing.
BibTeX:
@incollection{raey,
  author = {Sosa Hernandez, Victor Adrian and Schuetze, Oliver and Emmerich, Michael},
  editor = {Tantar, Alexandru-Adrian and Tantar, Emilia and Sun, Jian-Qiao and Zhang, Wei and Ding, Qian and Schütze, Oliver and Emmerich, Michael and Legrand, Pierrick and Del Moral, Pierre and Coello Coello, Carlos A.},
  title = {Hypervolume Maximization via Set Based Newton's Method},
  booktitle = {EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V},
  publisher = {Springer International Publishing},
  year = {2014},
  volume = {288},
  pages = {15-28},
  url = {http://dx.doi.org/10.1007/978-3-319-07494-8_2},
  doi = {10.1007/978-3-319-07494-8_2}
}
Wang P, Emmerich M, Li R, Tang K, Baeck T and Yao x (2014), "Convex Hull-Based Multi-objective Genetic Programming for Maximizing Receiver Operating Characteristic Performance", Evolutionary Computation, IEEE Transactions on. Vol. PP(99), pp. 1-1.
BibTeX:
@article{WEL+2014,
  author = {Wang, P. and Emmerich, M. and Li, R. and Tang, K. and Baeck, T. and Yao, x.},
  title = {Convex Hull-Based Multi-objective Genetic Programming for Maximizing Receiver Operating Characteristic Performance},
  journal = {Evolutionary Computation, IEEE Transactions on},
  year = {2014},
  volume = {PP},
  number = {99},
  pages = {1-1},
  doi = {10.1109/TEVC.2014.2305671}
}
Emmerich M, Deutz A and Kruisselbrink J (2013), "On Quality Indicators for Black-Box Level Set Approximation", In EVOLVE- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation. Vol. 447 of \emph{SCI}, pp. 157-185. Springer.
BibTeX:
@incollection{EDK2013,
  author = {Michael Emmerich and André Deutz and Johannes Kruisselbrink},
  editor = {E. Tantar et al.},
  title = {On Quality Indicators for Black-Box Level Set Approximation},
  booktitle = {EVOLVE- A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation},
  publisher = {Springer},
  year = {2013},
  volume = {447 of SCI},
  pages = {157--185},
  doi = {10.1007/978-3-642-32726-1_4}
}
Emmerich M, Deutz AH, Kruisselbrink JW and Shukla PK (2013), "Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation", In EMO. Vol. 7811, pp. 111-127. Springer.
BibTeX:
@inproceedings{EDKS2013,
  author = {Michael Emmerich and André H. Deutz and Johannes W. Kruisselbrink and Pradyumn Kumar Shukla},
  editor = {Robin C. Purshouse and Peter J. Fleming and Carlos M. Fonseca and Salvatore Greco and Jane Shaw},
  title = {Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation},
  booktitle = {EMO},
  publisher = {Springer},
  year = {2013},
  volume = {7811},
  pages = {111-127}
}
Hupkens I and Emmerich M (2013), "Logarithmic-Time Updates in SMS-EMOA and Hypervolume-Based Archiving", In EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV. Vol. 227, pp. 155-169. Springer International Publishing.
BibTeX:
@inproceedings{HE2013,
  author = {Hupkens, Iris and Emmerich, Michael},
  editor = {Emmerich, Michael and Deutz, Andre and Schuetze, Oliver and Bäck, Thomas and Tantar, Emilia and Tantar, Alexandru-Adrian and Moral, Pierre Del and Legrand, Pierrick and Bouvry, Pascal and Coello, Carlos A.},
  title = {Logarithmic-Time Updates in SMS-EMOA and Hypervolume-Based Archiving},
  booktitle = {EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV},
  publisher = {Springer International Publishing},
  year = {2013},
  volume = {227},
  pages = {155-169}
}
Keizer MJ, Bergen MJV and Emmerich MT (2013), "An interactive web-based database application for collaborative collection, storage and retrieval of data on volcanic lakes", In IAVCEI 2013 - Scientific Assembly of the International Association of Volcanology and Chemistry of the Earth's Interior, International Conference, 20-24 July, Kagoshima, Japan., July, 2013.
BibTeX:
@inproceedings{KBE2013,
  author = {Martijn J Keizer and Manfred J Van Bergen and Michael T.M. Emmerich},
  title = {An interactive web-based database application for collaborative collection, storage and retrieval of data on volcanic lakes},
  booktitle = {IAVCEI 2013 - Scientific Assembly of the International Association of Volcanology and Chemistry of the Earth's Interior, International Conference, 20-24 July, Kagoshima, Japan},
  year = {2013}
}
Li R, Emmerich M, Eggermont J, Bäck T, Schütz M, Dijkstra J and Reiber J (2013), "Mixed Integer Evolution Strategies for Parameter Optimization", Evolutionary Computation. Vol. 21(1), pp. 29-64. MIT Press.
BibTeX:
@article{LEE+2013,
  author = {R. Li and M.T.M. Emmerich and J. Eggermont and Th. Bäck and M. Schütz and J. Dijkstra and J.H.C. Reiber},
  title = {Mixed Integer Evolution Strategies for Parameter Optimization},
  journal = {Evolutionary Computation},
  publisher = {MIT Press},
  year = {2013},
  volume = {21},
  number = {1},
  pages = {29--64}
}
Reehuis E, Olhofer M, Emmerich M, Sendhoff B and Bäck T (2013), "Novelty and Interestingness Measures for Design-space Exploration", In 15th Annual Conference on Genetic and Evolutionary Computation, GECCO'13. , pp. 1541-1548. ACM Press.
BibTeX:
@inproceedings{ROE+2013,
  author = {Edgar Reehuis and Markus Olhofer and Michael Emmerich and Bernhard Sendhoff and Thomas Bäck},
  editor = {C.~Blum et al.},
  title = {Novelty and Interestingness Measures for Design-space Exploration},
  booktitle = {15th Annual Conference on Genetic and Evolutionary Computation, GECCO'13},
  publisher = {ACM Press},
  year = {2013},
  pages = {1541--1548}
}
Shukla PK, Emmerich M and Deutz AH (2013), "A Theoretical Analysis of Curvature Based Preference Models", In EMO. Vol. 7811, pp. 367-382. Springer.
BibTeX:
@inproceedings{SED2013,
  author = {Pradyumn Kumar Shukla and Michael Emmerich and André H. Deutz},
  editor = {Robin C. Purshouse and Peter J. Fleming and Carlos M. Fonseca and Salvatore Greco and Jane Shaw},
  title = {A Theoretical Analysis of Curvature Based Preference Models},
  booktitle = {EMO},
  publisher = {Springer},
  year = {2013},
  volume = {7811},
  pages = {367-382}
}
Stein B, Emmerich M and Yang Z (2013), "Fitness Landscape Analysis of NK Landscapes and Vehicle Routing Problems by Expanded Barrier Trees", In EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV. Vol. 227, pp. 75-89. Springer International Publishing.
BibTeX:
@inproceedings{SEY2013,
  author = {Stein, Bas and Emmerich, Michael and Yang, Zhiwei},
  editor = {Emmerich, Michael and Deutz, Andre and Schütze, Oliver and Bäck, Thomas and Tantar, Emilia and Tantar, Alexandru-Adrian and Moral, Pierre Del and Legrand, Pierrick and Bouvry, Pascal and Coello, Carlos A.},
  title = {Fitness Landscape Analysis of NK Landscapes and Vehicle Routing Problems by Expanded Barrier Trees},
  booktitle = {EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV},
  publisher = {Springer International Publishing},
  year = {2013},
  volume = {227},
  pages = {75-89}
}
Veen B, Emmerich M, Yang Z, Bäck T and Kok J (2013), "Ant Colony Algorithms for the Dynamic Vehicle Routing Problem with Time Windows", In Natural and Artificial Computation in Engineering and Medical Applications. Vol. 7931, pp. 1-10. Springer Berlin Heidelberg.
BibTeX:
@inproceedings{VEY+2013,
  author = {Veen, Barry and Emmerich, Michael and Yang, Zhiwei and Bäck, Thomas and Kok, Joost},
  editor = {Ferra¡ndez Vicente et al.},
  title = {Ant Colony Algorithms for the Dynamic Vehicle Routing Problem with Time Windows},
  booktitle = {Natural and Artificial Computation in Engineering and Medical Applications},
  publisher = {Springer Berlin Heidelberg},
  year = {2013},
  volume = {7931},
  pages = {1-10}
}
Vitor Basto-Fernandes Iryna Yevseyeva ME (2013), "A Survey of Diversity-Oriented Optimization", In EVOLVE 2013 - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation: Extended Abstract Proceedings. Leiden, The Netherlands, July, 2013.
BibTeX:
@inproceedings{VBas2013,
  author = {Vitor Basto-Fernandes, Iryna Yevseyeva, Michael Emmerich},
  editor = {A Survey of Diversity-Oriented Optimization

Michael Emmerich and André Deutz}, title = {A Survey of Diversity-Oriented Optimization}, booktitle = {EVOLVE 2013 - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation: Extended Abstract Proceedings}, year = {2013} }

Zaefferer M, Bartz-Beielstein T, Naujoks B, Wagner T and Emmerich M (2013), "A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets", In Evolutionary Multi-Criterion Optimization, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings. Vol. 7811, pp. 756-770. Springer Berlin Heidelberg.
BibTeX:
@inproceedings{ZBN+2013,
  author = {Zaefferer, Martin and Bartz-Beielstein, Thomas and Naujoks, Boris and Wagner, Tobias and Emmerich, Michael},
  editor = {Purshouse, Robin C. and Fleming, Peter J. and Fonseca, Carlos M. and Greco, Salvatore and Shaw, Jane},
  title = {A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets},
  booktitle = {Evolutionary Multi-Criterion Optimization, EMO 2013, Sheffield, UK, March 19-22, 2013. Proceedings},
  publisher = {Springer Berlin Heidelberg},
  year = {2013},
  volume = {7811},
  pages = {756-770},
  doi = {10.1007/978-3-642-37140-0_56}
}
(2013), "EVOLVE 2013 - A Bridge Between Probability. Set Oriented Numerics, and Evolutionary Computation - Short Paper and Extended Abstract Proceedings", July, 2013. , pp. 109. LIACS, Leiden University.
BibTeX:
@proceedings{ED2013,,
  editor = {Michael Emmerich and André Deutz},
  title = {EVOLVE 2013 - A Bridge Between Probability. Set Oriented Numerics, and Evolutionary Computation - Short Paper and Extended Abstract Proceedings},
  publisher = {LIACS, Leiden University},
  year = {2013},
  pages = {109}
}
(2013), "EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV International Conference Held at Leiden University, July 10-13 2013, XIV, 324 p. 140 illus." Berlin Heidelberg, May, 2013. Vol. Vol. 227 Springer.
BibTeX:
@proceedings{EDS+2013,,
  editor = {Emmerich, M. and Deutz, A. and Schütze, O. and Bäck, Th. and Tantar, E. and Tantar, A.-A. and Del Moral, P. and Legrand, P. and Bouvry, P. and Coello Coello, C.A.},
  title = {EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV International Conference Held at Leiden University, July 10-13 2013, XIV, 324 p. 140 illus.},
  publisher = {Springer},
  year = {2013},
  volume = {Vol. 227}
}
Custódio AL, Emmerich M and Madeira JF (2012), "Recent Developments in Derivative-Free Multiobjective Optimisation", Computational Technology Reviews. Vol. 5, pp. 1-30.
BibTeX:
@article{CEM2012,
  author = {Custódio, Ana L. and Emmerich, Michael and José F.A. Madeira},
  title = {Recent Developments in Derivative-Free Multiobjective Optimisation},
  journal = {Computational Technology Reviews},
  year = {2012},
  volume = {5},
  pages = {1--30},
  doi = {10.4203/ctr.5.1}
}
Emmerich M, Deutz A, Kruisselbrink J and Reehuis E (2012), "Evolutionary Level Set Approximation", In EVOLVE 2012, A Bridge between Probability, Set-oriented Numerics, and Evolutionary Computation. Cinvestav.
BibTeX:
@inproceedings{EDKR2012,
  author = {Michael Emmerich and André Deutz and Johannes Kruisselbrink and Edgar Reehuis},
  title = {Evolutionary Level Set Approximation},
  booktitle = {EVOLVE 2012, A Bridge between Probability, Set-oriented Numerics, and Evolutionary Computation},
  publisher = {Cinvestav},
  year = {2012}
}
Etemaadi R, Emmerich MT and Chaudron MR (2012), "Problem-Specific Search Operators for Metaheuristic Software Architecture Design", In Search Based Software Engineering - 4th International Symposium, SSBSE 2012, Riva del Garda, Italy, September 28-30, 2012. Proceedings. Vol. 7515, pp. 267-272. Springer.
BibTeX:
@inproceedings{EEC2012,
  author = {Ramin Etemaadi and Michael T. Emmerich and Michel R. Chaudron},
  editor = {Gordon Fraser and Jerffeson Teixeira de Souza},
  title = {Problem-Specific Search Operators for Metaheuristic Software Architecture Design},
  booktitle = {Search Based Software Engineering - 4th International Symposium, SSBSE 2012, Riva del Garda, Italy, September 28-30, 2012. Proceedings},
  publisher = {Springer},
  year = {2012},
  volume = {7515},
  pages = {267-272},
  doi = {10.1007/978-3-642-33119-0_20}
}
Etemaadi R, Emmerich MT and Chaudron MR (2012), "Problem-Specific Search Operators for Metaheuristic Software Architecture Design", In Search Based Software Engineering. Vol. 7515, pp. 267-272. Springer Berlin Heidelberg.
BibTeX:
@incollection{raey,
  author = {Etemaadi, Ramin and Emmerich, Michael T.M. and Chaudron, Michel R.V.},
  editor = {Fraser, Gordon and Teixeira de Souza, Jerffeson},
  title = {Problem-Specific Search Operators for Metaheuristic Software Architecture Design},
  booktitle = {Search Based Software Engineering},
  publisher = {Springer Berlin Heidelberg},
  year = {2012},
  volume = {7515},
  pages = {267-272},
  url = {http://dx.doi.org/10.1007/978-3-642-33119-0_20},
  doi = {10.1007/978-3-642-33119-0_20}
}
Fonseca CM, Yevseyeva I and Emmerich M (2012), "Risk and return in evolutionary multiobjective optimization", In Dagstuhl Seminar on Learning in Multiobjective Optimization, January 22 - 27, 2012.
BibTeX:
@inproceedings{FYE2012,
  author = {Fonseca, Carlos M. and Yevseyeva, Iryna and Emmerich, Michael},
  title = {Risk and return in evolutionary multiobjective optimization},
  booktitle = {Dagstuhl Seminar on Learning in Multiobjective Optimization, January 22 - 27, 2012},
  year = {2012},
  url = {http://www.dagstuhl.de/drs/index.en.phtml?12041}
}
Guerreiro AP, Fonseca CM and Emmerich MT (2012), "A Fast Dimension-Sweep Algorithm for the Hypervolume Indicator in Four Dimensions", In Proceedings 22. Workshop Computational Intelligence, Dortmund. , pp. 77-82.
BibTeX:
@inproceedings{GFE2012,
  author = {Andreia P. Guerreiro and Carlos M. Fonseca and Michael T. Emmerich},
  title = {A Fast Dimension-Sweep Algorithm for the Hypervolume Indicator in Four Dimensions},
  booktitle = {Proceedings 22. Workshop Computational Intelligence, Dortmund},
  year = {2012},
  pages = {77--82},
  doi = {http://2012.cccg.ca/papers/paper70.pdf}
}
Hopfe CJ, Emmerich MT, Marijt R and Hensen J (2012), "Robust multi-criteria design optimisation in building design" , pp. 19-26. IBPSA-England, 2012.
BibTeX:
@inproceedings{HEMH2012,
  author = {Hopfe, Christina J and Emmerich, Michael TM and Marijt, Robert and Hensen, Jan},
  title = {Robust multi-criteria design optimisation in building design},
  publisher = {IBPSA-England, 2012},
  year = {2012},
  pages = {19-26}
}
Sanchez-Faddeev H, Emmerich MT, Verbeek FJ, Henry AH, Grimshaw S, Spaink HP, van Vlijmen HW and Bender A (2012), "Using Multiobjective Optimization and Energy Minimization to Design an Isoform-Selective Ligand of the 14-3-3 Protein", In Leveraging Applications of Formal Methods, Verification and Validation. Applications and Case Studies - 5th International Symposium, ISoLA 2012, Heraklion, Crete, Greece, October 15-18, 2012, Proceedings, Part II. Vol. 7610, pp. 12-24. Springer.
BibTeX:
@inproceedings{SEV+2012,
  author = {Hernando Sanchez-Faddeev and Michael T. Emmerich and Fons J. Verbeek and Andrew H. Henry and Simon Grimshaw and Herman P. Spaink and Herman W. van Vlijmen and Andreas Bender},
  editor = {Tiziana Margaria and Bernhard Steffen},
  title = {Using Multiobjective Optimization and Energy Minimization to Design an Isoform-Selective Ligand of the 14-3-3 Protein},
  booktitle = {Leveraging Applications of Formal Methods, Verification and Validation. Applications and Case Studies - 5th International Symposium, ISoLA 2012, Heraklion, Crete, Greece, October 15-18, 2012, Proceedings, Part II},
  publisher = {Springer},
  year = {2012},
  volume = {7610},
  pages = {12-24},
  doi = {10.1007/978-3-642-34032-1_3}
}
Van Der Horst E, Marqués-Gallego P, Mulder-Krieger T, Van Veldhoven J, Kruisselbrink J, Aleman A, Emmerich MTM, Brussee J, Bender A and IJzerman AP (2012), "Multi-Objective Evolutionary Design of Adenosine Receptor Ligands.", Journal of Chemical Information and Modeling. Vol. 52(7), pp. 1713-1721.
BibTeX:
@article{VDHMM+2012,
  author = {Van Der Horst, Eelke and Marqués-Gallego, Patricia and Mulder-Krieger, Thea and Van Veldhoven, Jacobus and Kruisselbrink, Johannes and Aleman, Alexander and Emmerich, Michael T M and Brussee, Johannes and Bender, Andreas and IJzerman, Adriaan P},
  title = {Multi-Objective Evolutionary Design of Adenosine Receptor Ligands.},
  journal = {Journal of Chemical Information and Modeling},
  year = {2012},
  volume = {52},
  number = {7},
  pages = {1713--1721},
  url = {http://www.ncbi.nlm.nih.gov/pubmed/22647079}
}
Wink S, Bäck T and Emmerich M (2012), "A Meta-Genetic Algorithm for Solving the Capacitated Vehicle Routing Problem", In IEEE Congress on Evolutionary Computation. , pp. 1-8. IEEE.
BibTeX:
@inproceedings{WBE2012,
  author = {S. Wink and T.H.W. Bäck and M.T.M. Emmerich},
  title = {A Meta-Genetic Algorithm for Solving the Capacitated Vehicle Routing Problem},
  booktitle = {IEEE Congress on Evolutionary Computation},
  publisher = {IEEE},
  year = {2012},
  pages = {1--8}
}
Emmerich MT, Deutz AH and Klinkenberg JW (2011), "Hypervolume-based expected improvement: Monotonicity properties and exact computation", In IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011. , pp. 2147-2154. IEEE.
BibTeX:
@inproceedings{EDK2011,
  author = {Michael T. Emmerich and André H. Deutz and Jan Willem Klinkenberg},
  title = {Hypervolume-based expected improvement: Monotonicity properties and exact computation},
  booktitle = {IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011},
  publisher = {IEEE},
  year = {2011},
  pages = {2147--2154}
}
Emmerich MTM and Fonseca CM (2011), "Computing hypervolume contributions in low dimensions: asymptotically optimal algorithm and complexity results", In EMO'11: Proceedings of the 6th international conference on Evolutionary multi-criterion optimization. Berlin, Heidelberg , pp. 121-135. Springer-Verlag.
BibTeX:
@inproceedings{EF2011,
  author = {Emmerich, Michael T. M. and Fonseca, Carlos M.},
  title = {Computing hypervolume contributions in low dimensions: asymptotically optimal algorithm and complexity results},
  booktitle = {EMO'11: Proceedings of the 6th international conference on Evolutionary multi-criterion optimization},
  publisher = {Springer-Verlag},
  year = {2011},
  pages = {121--135}
}
Kruisselbrink J, Reehuis E, Deutz A, Bäck T and Emmerich M (2011), "Using the Uncertainty Handling CMA-ES for Finding Robust Optima", In 13th Annual Conference on Genetic and Evolutionary Computation, GECCO'11. , pp. 877-884. ACM Press.
BibTeX:
@inproceedings{KRD+2011,
  author = {Johannes Kruisselbrink and Edgar Reehuis and André Deutz and Thomas Bäck and Michael Emmerich},
  editor = {N. Krasnogor et al.},
  title = {Using the Uncertainty Handling CMA-ES for Finding Robust Optima},
  booktitle = {13th Annual Conference on Genetic and Evolutionary Computation, GECCO'11},
  publisher = {ACM Press},
  year = {2011},
  pages = {877--884}
}
Li R, Etemaadi R, Emmerich MT and Chaudron MR (2011), "Automated Design of Software Architectures for Embedded Systems using Evolutionary Multiobjective Optimization.", In Proc. of the VII ALIO/EURO – Workshop on Applied Combinatorial Optimization, Porto, Portugal, May 4 - 6, 2011.
BibTeX:
@inproceedings{LEEC2011a,
  author = {Rui Li and Rahmin Etemaadi and Michael T. Emmerich and Michel R. Chaudron},
  title = {Automated Design of Software Architectures for Embedded Systems using Evolutionary Multiobjective Optimization.},
  booktitle = {Proc. of the VII ALIO/EURO – Workshop on Applied Combinatorial Optimization, Porto, Portugal, May 4 - 6, 2011},
  year = {2011}
}
Li R, Etemaadi R, Emmerich MT and Chaudron MRV (2011), "An evolutionary multiobjective optimization approach to component-based software architecture design", In IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011. , pp. 432-439. IEEE.
BibTeX:
@inproceedings{LEEC2011,
  author = {Rui Li and Ramin Etemaadi and Michael T. Emmerich and Michel R. V. Chaudron},
  title = {An evolutionary multiobjective optimization approach to component-based software architecture design},
  booktitle = {IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011},
  publisher = {IEEE},
  year = {2011},
  pages = {432--439}
}
Reehuis E, Kruisselbrink J, Deutz A, Bäck T and Emmerich M (2011), "Multiobjective Optimization of Water Distribution Networks Using SMS-EMOA", In 2011 International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems, EUROGEN 2011. , pp. 269-279. CIRA.
BibTeX:
@inproceedings{RKD+2011,
  author = {Edgar Reehuis and Johannes Kruisselbrink and André Deutz and Thomas Bäck and Michael Emmerich},
  editor = {C. Poloni and D. Quagliarella and J. Périaux and N. Gauger and K. Giannakoglou},
  title = {Multiobjective Optimization of Water Distribution Networks Using SMS-EMOA},
  booktitle = {2011 International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems, EUROGEN 2011},
  publisher = {CIRA},
  year = {2011},
  pages = {269--279}
}
Sella L, Emmerich M and Hille S (2011), "Simulations of Signaling Networks in B. Subtilis.", In 8th European Conference on Mathematical and Theoretical Biology and Annual Meeting of the Society for Mathematical Biology Krakow. Krakow, June 28 - July, 2011. , pp. 881-882.
BibTeX:
@inproceedings{SEH2011,
  author = {Lorenzo Sella and Michael Emmerich and Sander Hille},
  title = {Simulations of Signaling Networks in B. Subtilis.},
  booktitle = {8th European Conference on Mathematical and Theoretical Biology and Annual Meeting of the Society for Mathematical Biology Krakow},
  year = {2011},
  pages = {881-882}
}
Emmerich M, Deutz AH, Li R and Kruisselbrink JW (2010), "Getting lost or getting trapped: on the effect of moves to incomparable points in multiobjective hillclimbing", In GECCO (Companion). , pp. 1963-1966.
BibTeX:
@inproceedings{EDLK2010,
  author = {Michael Emmerich and André H. Deutz and Rui Li and Johannes W. Kruisselbrink},
  title = {Getting lost or getting trapped: on the effect of moves to incomparable points in multiobjective hillclimbing},
  booktitle = {GECCO (Companion)},
  year = {2010},
  pages = {1963-1966}
}
van der Horst E, Peironcely JE, IJzerman AP, Beukers MW, Lane JR, van Vlijmen HW, Emmerich MT, Okuno Y and Bender A (2010), "A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization", BMC Bioinformatics. Vol. 11, pp. 316.
BibTeX:
@article{vdHPI+2010,
  author = {Eelke van der Horst and Julio E. Peironcely and Adriaan P. IJzerman and Margot W. Beukers and Jonathan R. Lane and Herman W. van Vlijmen and Michael T. Emmerich and Yasushi Okuno and Andreas Bender},
  title = {A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization},
  journal = {BMC Bioinformatics},
  year = {2010},
  volume = {11},
  pages = {316}
}
Kruisselbrink JW, Emmerich M, Deutz AH and Bäck T (2010), "Exploiting Overlap When Searching for Robust Optima", In Parallel Problem Solving from Nature (PPSN XI). , pp. 63-72. Springer-Verlag.
BibTeX:
@inproceedings{KEDB2010a,
  author = {Johannes W. Kruisselbrink and M.T.M. Emmerich and André H. Deutz and Thomas Bäck},
  title = {Exploiting Overlap When Searching for Robust Optima},
  booktitle = {Parallel Problem Solving from Nature (PPSN XI)},
  publisher = {Springer-Verlag},
  year = {2010},
  pages = {63-72}
}
Kruisselbrink JW, Emmerich MT and Bäck T (2010), "An Archive Maintenance Scheme for Finding Robust Solutions", In Parallel Problem Solving from Nature (PPSN XI). , pp. 214-223. Springer-Verlag.
BibTeX:
@inproceedings{KEB2010,
  author = {Johannes W. Kruisselbrink and Michael T.M. Emmerich and Thomas Bäck},
  title = {An Archive Maintenance Scheme for Finding Robust Solutions},
  booktitle = {Parallel Problem Solving from Nature (PPSN XI)},
  publisher = {Springer-Verlag},
  year = {2010},
  pages = {214-223},
  doi = {10.1007/978-3-642-15844-5_22}
}
Kruisselbrink JW, Emmerich MT, Deutz AH and Bäck T (2010), "A Robust Optimization Approach using Kriging Metamodels for Robustness Approximation in the CMA-ES", In IEEE Congress on Evolutionary Computation (CEC 2010). Piscataway, NY , pp. 1-8. IEEE International Society.
BibTeX:
@inproceedings{KEDB2010,
  author = {Johannes W. Kruisselbrink and Michael T.M. Emmerich and André H. Deutz and Thomas Bäck},
  title = {A Robust Optimization Approach using Kriging Metamodels for Robustness Approximation in the CMA-ES},
  booktitle = {IEEE Congress on Evolutionary Computation (CEC 2010)},
  publisher = {IEEE International Society},
  year = {2010},
  pages = {1-8},
  doi = {10.1109/CEC.2010.5586235}
}
v. d. Kuijl A, Emmerich MT and Li H (2010), "A robust multi-objective resource allocation scheme incorporating uncertainty and service differentiation", Concurrency and Computation: Practice and Experience. Vol. 22(3), pp. 314-328.
BibTeX:
@article{vdKEL2010,
  author = {Alexander v. d. Kuijl and Michael T. Emmerich and Hui Li},
  title = {A robust multi-objective resource allocation scheme incorporating uncertainty and service differentiation},
  journal = {Concurrency and Computation: Practice and Experience},
  year = {2010},
  volume = {22},
  number = {3},
  pages = {314-328}
}
Shir OM, Emmerich M and Bäck T (2010), "Adaptive Niche Radii and Niche Shapes Approaches for Niching with the CMA-ES", Evolutionary Computation. Vol. 18(1), pp. 97-126.
BibTeX:
@article{SEB2010,
  author = {Ofer M. Shir and Michael Emmerich and Thomas Bäck},
  title = {Adaptive Niche Radii and Niche Shapes Approaches for Niching with the CMA-ES},
  journal = {Evolutionary Computation},
  year = {2010},
  volume = {18},
  number = {1},
  pages = {97-126}
}
Wagner T, Emmerich MT, Deutz AH and Ponweiser W (2010), "On Expected-Improvement Criteria for Model-based Multi-objective Optimization", In Parallel Problem Solving from Nature (PPSN XI). , pp. 718-727. Springer-Verlag.
BibTeX:
@inproceedings{WEDP2010,
  author = {Tobias Wagner and Michael T.M. Emmerich and André H. Deutz and Wolfgang Ponweiser},
  title = {On Expected-Improvement Criteria for Model-based Multi-objective Optimization},
  booktitle = {Parallel Problem Solving from Nature (PPSN XI)},
  publisher = {Springer-Verlag},
  year = {2010},
  pages = {718-727},
  doi = {10.1007/978-3-642-15844-5_72}
}
Chen J, Emmerich MTM, Li R, Kok JN and Bäck T (2009), "How to Do Recombination in Evolution Strategies: An Empirical Study", In IWINAC (1). , pp. 223-232.
BibTeX:
@inproceedings{CEL+2009,
  author = {Juan Chen and Michael T. M. Emmerich and Rui Li and Joost N. Kok and Thomas Bäck},
  title = {How to Do Recombination in Evolution Strategies: An Empirical Study},
  booktitle = {IWINAC (1)},
  year = {2009},
  pages = {223-232},
  doi = {10.1007/978-3-642-02264-7_24}
}
Doddareddy MR, van Westen GJ, van der Horst E, Peironcely JE, Corthals F, IJzerman AP, Emmerich M, Jenkins JL and Bender A (2009), "Chemogenomics: Looking at biology through the lens of chemistry", Stat. Anal. Data Min.. New York, NY, USA Vol. 2(3), pp. 149-160. John Wiley & Sons, Inc..
BibTeX:
@article{DvWvdH+2009,
  author = {Munikumar R. Doddareddy and Gerard J. van Westen and Eelke van der Horst and Julio E. Peironcely and Frans Corthals and Adriaan P. IJzerman and Michael Emmerich and Jeremy L. Jenkins and Andreas Bender},
  title = {Chemogenomics: Looking at biology through the lens of chemistry},
  journal = {Stat. Anal. Data Min.},
  publisher = {John Wiley & Sons, Inc.},
  year = {2009},
  volume = {2},
  number = {3},
  pages = {149-160},
  doi = {10.1002/sam.v2:3}
}
Emmerich M, Li B, Bender A, E Faddiev JK, Deutz A, van der Horst E, IJzerman A and Bäck T (2009), "Analyzing molecular landscapes using random walks and information theory", Chemistry Central Journal (suppl). Vol. 3, pp. 20.
BibTeX:
@article{ELB+2009,
  author = {M Emmerich and BVY Li and A Bender and E Faddiev, J Kruisselbrink and AH Deutz and E van der Horst and A IJzerman and Th Bäck},
  title = {Analyzing molecular landscapes using random walks and information theory},
  journal = {Chemistry Central Journal (suppl)},
  year = {2009},
  volume = {3},
  pages = {20}
}
Kruisselbrink JW, Aleman A, Emmerich MT, IJzerman AP, Bender A, Bäck T and van der Horst E (2009), "Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching", In GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation. New York, NY, USA , pp. 217-224. ACM.
BibTeX:
@inproceedings{KAE+2009,
  author = {Kruisselbrink, Johannes W. and Aleman, Alexander and Emmerich, Michael T.M. and IJzerman, Ad P. and Bender, Andreas and Bäck, Thomas and van der Horst, Eelke},
  title = {Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching},
  booktitle = {GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation},
  publisher = {ACM},
  year = {2009},
  pages = {217--224},
  doi = {10.1145/1569901.1569932}
}
Kruisselbrink JW, Emmerich MTM, Bäck T, Bender A, IJzerman AP and Horst E (2009), "Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design", In Evolutionary Multi-Criterion Optimization. Vol. 5467, pp. 453-467. Springer Berlin Heidelberg.
BibTeX:
@incollection{KEB+2009,
  author = {Kruisselbrink, Johannes W. and Emmerich, Michael T. M. and Bäck, Thomas and Bender, Andreas and IJzerman, Ad P. and Horst, Eelke},
  editor = {Ehrgott, Matthias and Fonseca, Carlos M. and Gandibleux, Xavier and Hao, Jin-Kao and Sevaux, Marc},
  title = {Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design},
  booktitle = {Evolutionary Multi-Criterion Optimization},
  publisher = {Springer Berlin Heidelberg},
  year = {2009},
  volume = {5467},
  pages = {453-467}
}
Kruisselbrink JW, Emmerich MTM and Bäck TH (2009), "On the limitations of adaptive resampling in using the student's t-test evolution strategies", In GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. New York, NY, USA , pp. 2649-2656. ACM.
BibTeX:
@inproceedings{KEB2009,
  author = {Kruisselbrink, Johannes W. and Emmerich, Michael T. M. and Bäck, Thomas H.W.},
  title = {On the limitations of adaptive resampling in using the student's t-test evolution strategies},
  booktitle = {GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference},
  publisher = {ACM},
  year = {2009},
  pages = {2649--2656},
  doi = {10.1145/1570256.1570376}
}
Li R, Emmerich MT, Eggermont J, Bovenkamp E, Bäck T, Dijkstra J and Reiber JH (2009), "Optimizing a Medical Image Analysis System Using Mixed-Integer Evolution Strategies", In Evolutionary Image Analysis and Signal Processing. Vol. 213, pp. 91-112. Springer Berlin Heidelberg.
BibTeX:
@incollection{LEE+2009,
  author = {Li, Rui and Emmerich, Michael T.M. and Eggermont, Jeroen and Bovenkamp, ErnstG.P. and Bäck, Thomas and Dijkstra, Jouke and Reiber, Johan H.C.},
  editor = {Cagnoni, Stefano},
  title = {Optimizing a Medical Image Analysis System Using Mixed-Integer Evolution Strategies},
  booktitle = {Evolutionary Image Analysis and Signal Processing},
  publisher = {Springer Berlin Heidelberg},
  year = {2009},
  volume = {213},
  pages = {91-112}
}
Shir OM, Preuss M, Naujoks B and Emmerich MTM (2009), "Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms", In EMO. Vol. 5467, pp. 95-109. Springer.
BibTeX:
@inproceedings{SPNE2009,
  author = {Ofer M. Shir and Mike Preuss and Boris Naujoks and Michael T. M. Emmerich},
  editor = {Matthias Ehrgott and Carlos M. Fonseca and Xavier Gandibleux and Jin-Kao Hao and Marc Sevaux},
  title = {Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms},
  booktitle = {EMO},
  publisher = {Springer},
  year = {2009},
  volume = {5467},
  pages = {95-109}
}
Eggermont J, Li R, Bovenkamp E, Marquering H, Emmerich M, van der Lugt A, Bäck T, Dijkstra J and Reiber J (2008), "Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning.", In EvoWorkshops. Vol. 4974, pp. 275-284. Springer.
BibTeX:
@inproceedings{ELB+2008,
  author = {Jeroen Eggermont and Rui Li and Ernst Bovenkamp and Henk Marquering and Michael Emmerich and Aad van der Lugt and Thomas Bäck and Jouke Dijkstra and Johan Reiber},
  editor = {Mario Giacobini and Anthony Brabazon and Stefano Cagnoni and Gianni Di Caro and Rolf Drechsler and Anikó Ekárt and Anna Esparcia-Alcázar and Muddassar Farooq and Andreas Fink and Jon McCormack and Michael O'Neill and Juan Romero and Franz Rothlauf and Giovanni Squillero and Sima Uyar and Shengxiang Yang},
  title = {Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning.},
  booktitle = {EvoWorkshops},
  publisher = {Springer},
  year = {2008},
  volume = {4974},
  pages = {275-284},
  doi = {10.1007/978-3-540-78761-7_28}
}
Emmerich M, Hopfe C, Marijt R, Hensen J, Struck C and Stoelinga P (2008), "Evaluating Optimization Methodologies for Fture Integration in Building Performance Tools", In ACDM 2008.
BibTeX:
@inproceedings{EHM+2008,
  author = {M.T.M. Emmerich and C. Hopfe and R. Marijt and J. Hensen and C. Struck and P. Stoelinga},
  title = {Evaluating Optimization Methodologies for Fture Integration in Building Performance Tools},
  booktitle = {ACDM 2008},
  year = {2008}
}
Emmerich M, Li R, Zhang A, Flesch I and Lucas P (2008), "Mixed-Integer Bayesian Optimization Utilizing A-Priori Knowledge on Parameter Dependences", In 20th Belgian-Netherlands Conference on Artificial Intelligence (BNAIC).
BibTeX:
@inproceedings{ELZ+2008,
  author = {Michael Emmerich and Rui Li and Anyi Zhang and Ildiko Flesch and Peter Lucas},
  title = {Mixed-Integer Bayesian Optimization Utilizing A-Priori Knowledge on Parameter Dependences},
  booktitle = {20th Belgian-Netherlands Conference on Artificial Intelligence (BNAIC)},
  year = {2008}
}
Klinkenberg J, Emmerich M, Deutz A, Shir O and Bäck T (2008), "A Reduced-Cost SMS-EMOA using Kriging, Self-Adaptation, and Parallelization", In Conference on Multicriteria Decision Making 2008.
BibTeX:
@inproceedings{KED+2008,
  author = {J.W. Klinkenberg and M.T.M. Emmerich and A.H. Deutz and O.M. Shir and T. Bäck},
  title = {A Reduced-Cost SMS-EMOA using Kriging, Self-Adaptation, and Parallelization},
  booktitle = {Conference on Multicriteria Decision Making 2008},
  year = {2008}
}
v. d. Kuijl A, Emmerich MTM and Li H (2008), "A Novel Multi-objective Optimization Scheme for Grid Resource Allocation", In Proceedings of the 6th International Workshop on Middleware for Grid Computing. New York, NY, USA , pp. 7:1-7:6. ACM.
BibTeX:
@inproceedings{vdKEL2008,
  author = {v. d. Kuijl, Alexander and Emmerich, Michael T. M. and Li, Hui},
  title = {A Novel Multi-objective Optimization Scheme for Grid Resource Allocation},
  booktitle = {Proceedings of the 6th International Workshop on Middleware for Grid Computing},
  publisher = {ACM},
  year = {2008},
  pages = {7:1--7:6},
  url = {http://doi.acm.org/10.1145/1462704.1462711},
  doi = {10.1145/1462704.1462711}
}
Li R, Eggermont J, Shir OM, Emmerich MT, Bäck T, Dijkstra J and Reiber JH (2008), "Mixed-Integer Evolution Strategies with Dynamic Niching", In PPSN. , pp. 246-255.
BibTeX:
@inproceedings{LES+2008,
  author = {Rui Li and Jeroen Eggermont and Ofer M. Shir and Michael T. Emmerich and Thomas Bäck and Jouke Dijkstra and Johan H. Reiber},
  title = {Mixed-Integer Evolution Strategies with Dynamic Niching},
  booktitle = {PPSN},
  year = {2008},
  pages = {246-255},
  doi = {10.1007/978-3-540-87700-4_25}
}
Li R, Emmerich M, Eggermont J, Bovenkamp E, Bäck T, Dijkstra J and Reiber J (2008), "Metamodel-assisted mixed integer evolution strategies and their application to intravascular ultrasound image analysis", In Proceedings of IEEE-CEC 2008. , pp. 2764-2771. IEEE Press.
BibTeX:
@inproceedings{LEE+2008,
  author = {Li, R. and Emmerich, M.T.M. and Eggermont, J. and Bovenkamp, E.G.P. and Bäck, T. and Dijkstra, J. and Reiber, J.H.C.},
  title = {Metamodel-assisted mixed integer evolution strategies and their application to intravascular ultrasound image analysis},
  booktitle = {Proceedings of IEEE-CEC 2008},
  publisher = {IEEE Press},
  year = {2008},
  pages = {2764-2771},
  doi = {10.1109/CEC.2008.4631169}
}
Sand G, Till J, Tometzki T, Urselmann M, Emmerich M and Engell S (2008), "Evolutionäre Algorithmen zur Echtzeitoptimierung von Produktionsplänen für Chargenprozesse (Evolutionary Algorithms for the Online Optimization of Batch Production Schedules)", Automatisierungstechnik. Vol. 56(2), pp. 80-89.
BibTeX:
@article{STT+2008a,
  author = {Guido Sand and Jochen Till and Thomas Tometzki and Maren Urselmann and Michael Emmerich and Sebastian Engell},
  title = {Evolutionäre Algorithmen zur Echtzeitoptimierung von Produktionsplänen für Chargenprozesse (Evolutionary Algorithms for the Online Optimization of Batch Production Schedules)},
  journal = {Automatisierungstechnik},
  year = {2008},
  volume = {56},
  number = {2},
  pages = {80-89}
}
Sand G, Till J, Tometzki T, Urselmann M, Engell S and Emmerich M (2008), "Engineered versus standard evolutionary algorithms: A case study in batch scheduling with recourse", Computers & Chemical Engineering. Vol. 32(11), pp. 2706-2722.
BibTeX:
@article{STT+2008,
  author = {Guido Sand and Jochen Till and Thomas Tometzki and Maren Urselmann and Sebastian Engell and Michael Emmerich},
  title = {Engineered versus standard evolutionary algorithms: A case study in batch scheduling with recourse},
  journal = {Computers & Chemical Engineering},
  year = {2008},
  volume = {32},
  number = {11},
  pages = {2706-2722}
}
Beume N, Naujoks B and Emmerich M (2007), "SMS-EMOA: Multiobjective selection based on dominated hypervolume ", European Journal of Operational Research . Vol. 181(3), pp. 1653#-#1669.
BibTeX:
@article{BNE2007,
  author = {Nicola Beume and Boris Naujoks and Michael Emmerich},
  title = {SMS-EMOA: Multiobjective selection based on dominated hypervolume },
  journal = {European Journal of Operational Research },
  year = {2007},
  volume = {181},
  number = {3},
  pages = {1653#-#1669}
}
Shir OM, Emmerich M and Bäck T (2007), "Self-Adaptive Niching CMA-ES with Mahalanobis Metric", In 2007 IEEE Congress on Evolutionary Computation (CEC). , pp. 820-827. IEEE Computational Intelligence Society.
BibTeX:
@inproceedings{SEB2007,
  author = {Ofer M. Shir and Michael Emmerich and Thomas Bäck},
  title = {Self-Adaptive Niching CMA-ES with Mahalanobis Metric},
  booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC)},
  publisher = {IEEE Computational Intelligence Society},
  year = {2007},
  pages = {820--827}
}
Shir OM, Emmerich M, Bäck T and Vrakking MJ (2007), "The Application of Evolutionary Multi-Criteria Optimization to Dynamic Molecular Alignment", In 2007 IEEE Congress on Evolutionary Computation (CEC). Piscataway, NY , pp. 4108-4115. IEEE Computational Intelligence Society.
BibTeX:
@inproceedings{SEBV2007,
  author = {Ofer M. Shir and Michael Emmerich and Thomas Bäck and Marc J.J. Vrakking},
  editor = {IEEE Press},
  title = {The Application of Evolutionary Multi-Criteria Optimization to Dynamic Molecular Alignment},
  booktitle = {2007 IEEE Congress on Evolutionary Computation (CEC)},
  publisher = {IEEE Computational Intelligence Society},
  year = {2007},
  pages = {4108--4115}
}
Shir OM, Emmerich M, Bäck T and Vrakking MJ (2007), "Conceptual Designs in Laser Pulse Shaping Obtained by Niching in Evolution Strategies", In Proceedings of evolutionary methods for design, optimization and control (EUROGEN 2007). CIMNE, Barcelona, Spain , pp. CDROM.
BibTeX:
@inproceedings{SEBV2007a,
  author = {Ofer M. Shir and Michael Emmerich and Thomas Bäck and Marc J.J. Vrakking},
  editor = {P. Neittaanmäki, J. Périaux and T. Tuovinen (Eds.)},
  title = {Conceptual Designs in Laser Pulse Shaping Obtained by Niching in Evolution Strategies},
  booktitle = {Proceedings of evolutionary methods for design, optimization and control (EUROGEN 2007)},
  year = {2007},
  pages = {CDROM}
}
Urselmann M, Emmerich MT, Till J, Sand G and Engell S (2007), "Design of problem-specific EA/MIP hybrids: Two-stage stochastic integer programming applied to chemical batch scheduling", Engineering Optimization. Vol. 39, pp. 529-549.
BibTeX:
@article{UET+2007,
  author = {Maren Urselmann and Michael T.M. Emmerich and Jochen Till and Guido Sand and Sebastian Engell},
  title = {Design of problem-specific EA/MIP hybrids: Two-stage stochastic integer programming applied to chemical batch scheduling},
  journal = {Engineering Optimization},
  year = {2007},
  volume = {39},
  pages = {529-549}
}
Bovenkamp E, Eggermont J, Li R, Emmerich M, Bäck T, Dijkstra J and Reiber J (2006), "Optimizing IVUS Lumen Segmentations using Evolutionary Algorithms", In Medical Image Computing and Computer-Assisted Intervention. Kopenhagen, Denmark
BibTeX:
@inproceedings{BEL+2006,
  author = {E.G.P. Bovenkamp and J. Eggermont and R. Li and M.T.M. Emmerich and Th. Bäck and J. Dijkstra and J.H.C. Reiber},
  title = {Optimizing IVUS Lumen Segmentations using Evolutionary Algorithms},
  booktitle = {Medical Image Computing and Computer-Assisted Intervention},
  year = {2006}
}
Breukelaar R, Emmerich M and Bäck T (2006), "On Interactive Evolution Strategies", In Applications of Evolutionary Computing EvoWorkshops 2006: EvoINTERACTION. Budapest, Hungary, April, 2006. Vol. 3907, pp. 530-541. Springer Berlin / Heidelberg.
BibTeX:
@inproceedings{BEB2006,
  author = {Ron Breukelaar and Michael Emmerich and Thomas Bäck},
  title = {On Interactive Evolution Strategies},
  booktitle = {Applications of Evolutionary Computing EvoWorkshops 2006: EvoINTERACTION},
  publisher = {Springer Berlin / Heidelberg},
  year = {2006},
  volume = {3907},
  pages = {530-541}
}
Eggermont J, Bovenkamp E, Li R, Emmerich M, Bäck T, Dijkstra J and Reiber J (2006), "Extending NK Landscapes to the Mixed-Integer Domain", In 18th Belgium-Netherlands Conference on Artificial Intelligence. Namen, Belgium, October, 2006.
BibTeX:
@inproceedings{EBL+2006,
  author = {J. Eggermont and E.G.P. Bovenkamp and R. Li and M.T.M. Emmerich and Th. Bäck and J. Dijkstra and J.H.C. Reiber},
  title = {Extending NK Landscapes to the Mixed-Integer Domain},
  booktitle = {18th Belgium-Netherlands Conference on Artificial Intelligence},
  year = {2006}
}
Emmerich M and Deutz A (2006), "A family of Test Problems with Pareto-fronts of Variable Curvature Based on Super-spheres", In MCDM 2006. Chania, Greece, June 19-23, 2006.
BibTeX:
@inproceedings{ED2006,
  author = {M. Emmerich and A. Deutz},
  title = {A family of Test Problems with Pareto-fronts of Variable Curvature Based on Super-spheres},
  booktitle = {MCDM 2006},
  year = {2006}
}
Emmerich M, Li R, Eggermont J, Bovenkamp E, Bäck T, Dijkstra J and Reiber J (2006), "Optimizing Parameters of Coronary Vessel Image Analysis using Evolution Strategies", In 18th Belgium-Netherlands Conference on Artificial Intelligence. Namen, Belgium, October, 2006.
BibTeX:
@inproceedings{ELE+2006,
  author = {M.T.M. Emmerich and R. Li and J. Eggermont and E.G.P. Bovenkamp and Th. Bäck and J. Dijkstra and J.H.C. Reiber},
  title = {Optimizing Parameters of Coronary Vessel Image Analysis using Evolution Strategies},
  booktitle = {18th Belgium-Netherlands Conference on Artificial Intelligence},
  year = {2006}
}
Emmerich MT, Giannakoglou K and Naujoks B (2006), "Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels", IEEE Trans. Evolutionary Computation. Vol. 10(4), pp. 421-439.
BibTeX:
@article{EGN2006,
  author = {Michael T. Emmerich and Kyriakos Giannakoglou and Boris Naujoks},
  title = {Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels},
  journal = {IEEE Trans. Evolutionary Computation},
  year = {2006},
  volume = {10},
  number = {4},
  pages = {421-439}
}
Emmerich MT, Hundemer J, Varcol M-C, Naujoks B and Abdel-Maksoud M (2006), "Design Optimization of Ship Propellers by Means of Advanced Metamodel-Assisted Evolution Strategies", In Proceedings ERCOFTAC 2006 Int'l Conference on Design Optimization. Las Palmas, Gran Canaria
BibTeX:
@inproceedings{EHV+2006,
  author = {Michael T. Emmerich and Jochen Hundemer and Mihai-Christian Varcol and Boris Naujoks and Moustafa Abdel-Maksoud},
  title = {Design Optimization of Ship Propellers by Means of Advanced Metamodel-Assisted Evolution Strategies},
  booktitle = {Proceedings ERCOFTAC 2006 Int'l Conference on Design Optimization},
  year = {2006}
}
Emmerich MT, Shir O and Bäck T (2006), "Multi-criteria Optimization in Laser Pulse Shaping using Evolutionary Algorithms and Kriging Metamodels", In MCDM2006. Chania, Greece, June, 2006.
BibTeX:
@inproceedings{ESB2006,
  author = {Michael T.M. Emmerich and Ofer Shir and Thomas Bäck},
  title = {Multi-criteria Optimization in Laser Pulse Shaping using Evolutionary Algorithms and Kriging Metamodels},
  booktitle = {MCDM2006},
  year = {2006}
}
Emmerich MT, Urselmann M, Till J, Sand G and Engell S (2006), "Hybrid EA/MIP method for solving two-stage stochastic programming problems in chemical batch scheduling", In 7th International Conference on Adaptive Computing in Design and Manufacture (ACDM 2006). Bristol, U.K IP-CC Press.
BibTeX:
@inproceedings{EUT+2006,
  author = {Michael T.M. Emmerich and Maren Urselmann and Jochen Till and Guido Sand and Sebastian Engell},
  title = {Hybrid EA/MIP method for solving two-stage stochastic programming problems in chemical batch scheduling},
  booktitle = {7th International Conference on Adaptive Computing in Design and Manufacture (ACDM 2006)},
  publisher = {IP-CC Press},
  year = {2006}
}
Jakumeit J, Emmerich M and Hediger F (2006), "Inverse modeling and numerical optimization of heater temperatures in a bridgman process", In Modeling of Casting, Welding and Advanced Solidification Processes XI (MCWASP Conference). Opio, France, Sunday, May 28, 2006, 2006. Vol. 2, pp. 1019-1026. Curran Associates, Inc..
BibTeX:
@inproceedings{JEH2006,
  author = {J. Jakumeit and M. Emmerich and F. Hediger},
  title = {Inverse modeling and numerical optimization of heater temperatures in a bridgman process},
  booktitle = {Modeling of Casting, Welding and Advanced Solidification Processes XI (MCWASP Conference)},
  publisher = {Curran Associates, Inc.},
  year = {2006},
  volume = {2},
  pages = {1019-1026}
}
Li R, Emmerich M, Bäck T, Bovenkamp E, Eggermont J, Dijkstra J and Reiber J (2006), "Optimizing Parameters of Intravascular Ultrasound Image Analysis Systems using Mixed-Integer Evolution Strategies" , pp. 283-284. IP-CC Press.
BibTeX:
@inproceedings{LEB+2006b,
  author = {R. Li and M.T.M. Emmerich and Th. Bäck and E.G.P. Bovenkamp and J. Eggermont and J. Dijkstra and J.H.C. Reiber},
  editor = {I.C. Parmee},
  title = {Optimizing Parameters of Intravascular Ultrasound Image Analysis Systems using Mixed-Integer Evolution Strategies},
  publisher = {IP-CC Press},
  year = {2006},
  pages = {283-284}
}
Li R, Emmerich M, Bovenkamp EG, Eggermont J, Bäck T, Dijkstra J and Reiber JH (2006), "Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis.", In EvoWorkshops. , pp. 415-426.
BibTeX:
@inproceedings{LEB+2006,
  author = {Rui Li and Michael Emmerich and Ernst G. Bovenkamp and Jeroen Eggermont and Thomas Bäck and Jouke Dijkstra and Johan H. Reiber},
  title = {Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis.},
  booktitle = {EvoWorkshops},
  year = {2006},
  pages = {415-426},
  doi = {10.1007/11732242_37}
}
Li R, Emmerich M, Eggermont J, Bovenkamp E, Bäck T, Dijkstra J and Reiber J (2006), "Mixed-Integer Optimization of Coronary Vessel Image Analysis using Evolution Strategies", In GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation. Seattle, WA, USA , pp. 1645-1652.
BibTeX:
@inproceedings{LEE+2006a,
  author = {R. Li and M.T.M. Emmerich and J. Eggermont and E.G.P. Bovenkamp and Th. Bäck and J. Dijkstra and J.H.C. Reiber},
  editor = {M. Keijzer et al.},
  title = {Mixed-Integer Optimization of Coronary Vessel Image Analysis using Evolution Strategies},
  booktitle = {GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation},
  year = {2006},
  pages = {1645-1652}
}
Li R, Emmerich MT, Eggermont J, Bovenkamp EG, Bäck T, Dijkstra J and Reiber JH (2006), "Mixed-Integer NK Landscapes.", In PPSN. , pp. 42-51.
BibTeX:
@inproceedings{LEE+2006,
  author = {Rui Li and Michael T. Emmerich and Jeroen Eggermont and Ernst G. Bovenkamp and Thomas Bäck and Jouke Dijkstra and Johan H. Reiber},
  title = {Mixed-Integer NK Landscapes.},
  booktitle = {PPSN},
  year = {2006},
  pages = {42-51},
  doi = {10.1007/11844297_5}
}
Emmerich M (2005), "A rigorous analysis of two bi-criteria problem families with scalable curvature of the pareto fronts" Leiden, NL, May, 2005. (LIACS TR 2005-05)
BibTeX:
@techreport{Emm2005,
  author = {M.~Emmerich},
  title = {A rigorous analysis of two bi-criteria problem families with scalable curvature of the pareto fronts},
  year = {2005},
  number = {LIACS TR 2005-05}
}
Emmerich M (2005), "Single-and multi-objective evolutionary design optimization assisted by gaussian random field metamodels". Thesis at: Fachbereich Informatik, University of Dortmund.
BibTeX:
@phdthesis{Emm2005a,
  author = {Michael Emmerich},
  title = {Single-and multi-objective evolutionary design optimization assisted by gaussian random field metamodels},
  school = {Fachbereich Informatik, University of Dortmund},
  year = {2005}
}
Emmerich M, Beume N and Naujoks B (2005), "An EMO algorithm using the hypervolume measure as selection criterion", In EMO 2005 Int'l Conference, March 2005, Guanajuato Mexico.
BibTeX:
@inproceedings{EBN2005,
  author = {M.~Emmerich and N.~Beume and B.~Naujoks},
  editor = {C. Coello Coello et al.},
  title = {An EMO algorithm using the hypervolume measure as selection criterion},
  booktitle = {EMO 2005 Int'l Conference, March 2005, Guanajuato Mexico},
  year = {2005},
  note = {accepted for}
}
Emmerich M, Beume N and Naujoks B (2005), "An EMO algorithm using the hypervolume measure as selection criterion", In Proc.~Evolutionary Multi-Criterion Optimization: Third Int'l Conference (EMO 2005). Berlin Vol. 3410, pp. 62-76. Springer.
BibTeX:
@inproceedings{EBN2005a,
  author = {Michael Emmerich and Nicola Beume and Boris Naujoks},
  editor = {C.~A.~Coello~Coello and A.~Hernández Aguirre and E.~Zitzler},
  title = {An EMO algorithm using the hypervolume measure as selection criterion},
  booktitle = {Proc.~Evolutionary Multi-Criterion Optimization: Third Int'l Conference (EMO 2005)},
  publisher = {Springer},
  year = {2005},
  volume = {3410},
  pages = {62--76}
}
Naujoks B, Beume N and Emmerich M (2005), "Multi-objective optimisation using S-metric selection: Application to three-dimensional solution spaces", In Proc.~2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland. Piscataway NJ Vol. 2, pp. 1282-1289. IEEE Press.
BibTeX:
@inproceedings{NBE2005,
  author = {Boris Naujoks and Nicola Beume and Michael Emmerich},
  editor = {B.~McKay and others},
  title = {Multi-objective optimisation using S-metric selection: Application to three-dimensional solution spaces},
  booktitle = {Proc.~2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland},
  publisher = {IEEE Press},
  year = {2005},
  volume = {2},
  pages = {1282--1289}
}
Naujoks B, Beume N and Emmerich M (2005), "Metamodel-assisted SMS-EMOA applied to airfoil optimization tasks", In Proceedings of Evolutionary and Deterministic Methods for Design, Optimisation and Control with Applications to Industrial and Societal Problems EUROGEN'05 (CD-ROM). FLM, TU Munich.
BibTeX:
@inproceedings{NBE2005a,
  author = {Boris Naujoks and Nicola Beume and Michael Emmerich},
  editor = {R.~Schilling and W.~Haase and J.~Périaux and H.~Baier},
  title = {Metamodel-assisted SMS-EMOA applied to airfoil optimization tasks},
  booktitle = {Proceedings of Evolutionary and Deterministic Methods for Design, Optimisation and Control with Applications to Industrial and Societal Problems EUROGEN'05 (CD-ROM)},
  publisher = {FLM, TU Munich},
  year = {2005}
}
Preuss M, Schönemann L and Emmerich M (2005), "Counteracting genetic drift and disruptive recombination in (mu plus/minus lambda)-EA on multimodal fitness landscapes", In Proc.~Genetic and Evolutionary Computation Conf.~(GECCO~2005), Washington D.C.. New York Vol. 1, pp. 865-872. ACM Press.
BibTeX:
@inproceedings{PSE2005,
  author = {Mike Preuss and Lutz Schönemann and Michael Emmerich},
  editor = {H.-G.~Beyer and others},
  title = {Counteracting genetic drift and disruptive recombination in (mu plus/minus lambda)-EA on multimodal fitness landscapes},
  booktitle = {Proc.~Genetic and Evolutionary Computation Conf.~(GECCO~2005), Washington D.C.},
  publisher = {ACM Press},
  year = {2005},
  volume = {1},
  pages = {865--872}
}
Till J, Sand G, Engell S, Emmerich M and Schönemann L (2005), "A Hybrid Algorithm for Solving Two-stage Stochastic Integer Problems by Combining Evolutionary Algorithms and Mathematical Programming Methods", Computer-Aided Chemical Engineering (ESCAPE Suppl.). Vol. 20 A, pp. 187-192.
BibTeX:
@article{TSE+2005,
  author = {Jochen Till and Guido Sand and Sebastian Engell and Michael Emmerich and Lutz Schönemann},
  title = {A Hybrid Algorithm for Solving Two-stage Stochastic Integer Problems by Combining Evolutionary Algorithms and Mathematical Programming Methods},
  journal = {Computer-Aided Chemical Engineering (ESCAPE Suppl.)},
  year = {2005},
  volume = {20 A},
  pages = {187-192}
}
Varcol MC and Emmerich M (2005), "Metamodel-assisted evolution strategies applied in electromagnetics", In Proceedings EUROGEN'05 (CD-ROM). FLM, TU Munich.
BibTeX:
@inproceedings{VE2005,
  author = {Mihai.~C.~Varcol and Michael Emmerich},
  editor = {R.~Schilling and W.~Haase and J.~Périaux and H.~Baier},
  title = {Metamodel-assisted evolution strategies applied in electromagnetics},
  booktitle = {Proceedings EUROGEN'05 (CD-ROM)},
  publisher = {FLM, TU Munich},
  year = {2005}
}
Emmerich M and Jakumeit J (2004), "Optimization of a gas turbine blade casting using evolution strategies and kriging", In Bioinspired Optimization methods and their applications - BIOMA'2004. Ljubljana, Sl , pp. 95-104. Jozef Stefan Institute.
BibTeX:
@inproceedings{EJ2004,
  author = {M.~Emmerich and J. Jakumeit},
  editor = {B. Filipic et al.},
  title = {Optimization of a gas turbine blade casting using evolution strategies and kriging},
  booktitle = {Bioinspired Optimization methods and their applications - BIOMA'2004},
  publisher = {Jozef Stefan Institute},
  year = {2004},
  pages = {95--104}
}
Emmerich M and Naujoks B (2004), "Metamodel-assisted multiobjective optimisation strategies with implicit constraints and their application in airfoil design.", In ERCOFTAC 2004. Barcelona , pp. CDROM. CIMNE.
BibTeX:
@inproceedings{EN2004,
  author = {M.~Emmerich and B.~Naujoks},
  editor = {K. Giannakoglou et al.},
  title = {Metamodel-assisted multiobjective optimisation strategies with implicit constraints and their application in airfoil design.},
  booktitle = {ERCOFTAC 2004},
  publisher = {CIMNE},
  year = {2004},
  pages = {CDROM}
}
Emmerich M and Naujoks B (2004), "Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design.", In Proc of. Fifth Int'l. Conf. on Adaptive Design and Manufacture (ACDM), Bristol, UK, April 2004. Berlin , pp. 249-260. Springer.
BibTeX:
@inproceedings{EN2004a,
  author = {M.~Emmerich and B.~Naujoks},
  editor = {I.~Parmee},
  title = {Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design.},
  booktitle = {Proc of. Fifth Int'l. Conf. on Adaptive Design and Manufacture (ACDM), Bristol, UK, April 2004},
  publisher = {Springer},
  year = {2004},
  pages = {249--260}
}
Emmerich M and Naujoks B (2004), "Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design", In Adaptive Computing in Design and Manufacture VI. London , pp. 249-260. Springer.
BibTeX:
@inproceedings{EN2004b,
  author = {Michael Emmerich and Boris Naujoks},
  editor = {I.~C.~Parmee},
  title = {Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design},
  booktitle = {Adaptive Computing in Design and Manufacture VI},
  publisher = {Springer},
  year = {2004},
  pages = {249--260}
}
Emmerich M and Naujoks B (2004), "Metamodel-assisted multi-objective optimisation with implicit constraints and their application in airfoil design", In Proc.~Int'l Conf.~ERCOFTAC'04, Athens (CD-ROM). Barcelona CIMNE.
BibTeX:
@inproceedings{EN2004c,
  author = {Michael Emmerich and Boris Naujoks},
  title = {Metamodel-assisted multi-objective optimisation with implicit constraints and their application in airfoil design},
  booktitle = {Proc.~Int'l Conf.~ERCOFTAC'04, Athens (CD-ROM)},
  publisher = {CIMNE},
  year = {2004}
}
Jakumeit J and Emmerich M (2004), "Optimization of a gas turbine blade casting using evolution strategies and kriging", In Proc.~Int'l Conf.~Bioinspired Optimization Methods and Their Applications (BIOMA'04). Ljubljana, Slovenia , pp. 95-104. Jozef Stefan Institute.
BibTeX:
@inproceedings{JE2004,
  author = {Jürgen Jakumeit and Michael Emmerich},
  editor = {B.~Filipic and J.~Silc},
  title = {Optimization of a gas turbine blade casting using evolution strategies and kriging},
  booktitle = {Proc.~Int'l Conf.~Bioinspired Optimization Methods and Their Applications (BIOMA'04)},
  publisher = {Jozef Stefan Institute},
  year = {2004},
  pages = {95--104}
}
Schönemann L, Emmerich M and Preuss M (2004), "On the extiction of sub-populations on multimodal landscapes", In Proc.~Int'l Conf.~Bioinspired Optimization Methods and Their Applications (BIOMA'04). Ljubljana, Slovenia , pp. 31-40. Jozef Stefan Institute.
BibTeX:
@inproceedings{SEP2004,
  author = {Lutz Schönemann and Michael Emmerich and Mike Preuss},
  editor = {B.~Filipic and J.~Silc},
  title = {On the extiction of sub-populations on multimodal landscapes},
  booktitle = {Proc.~Int'l Conf.~Bioinspired Optimization Methods and Their Applications (BIOMA'04)},
  publisher = {Jozef Stefan Institute},
  year = {2004},
  pages = {31--40}
}
Schönemann L, Emmerich M and Preuss M (2004), "On the extinction of evolutionary algorithm subpopulations on multimodal landscapes", Informatica (Sl). Vol. 28(4), pp. 345-351.
BibTeX:
@article{SEP2004a,
  author = {Lutz Schönemann and Michael Emmerich and Mike Preuss},
  title = {On the extinction of evolutionary algorithm subpopulations on multimodal landscapes},
  journal = {Informatica (Sl)},
  year = {2004},
  volume = {28},
  number = {4},
  pages = {345--351}
}
Emmerich M and Jakumeit J (2003), "Metamodel-Assisted Optimisation with Constraints: A Case Study in Material Process Design", In Evolutionary Methods for Design, Optimisation and Control with Applications to Industrial and Societal Problems - EUROGEN'2003. CIMNE, Barcelona.
BibTeX:
@inproceedings{EJ2003a,
  author = {M. Emmerich and J. Jakumeit},
  editor = {G. Bugeda et al.},
  title = {Metamodel-Assisted Optimisation with Constraints: A Case Study in Material Process Design},
  booktitle = {Evolutionary Methods for Design, Optimisation and Control with Applications to Industrial and Societal Problems - EUROGEN'2003},
  publisher = {CIMNE, Barcelona},
  year = {2003},
  note = {CDROM}
}
Emmerich M and Jakumeit Jü (2003), "Metamodel-assisted optimisation with constraints: A case study in material process design", In Evolutionary Methods for Design, Optimization, and Control with Applications to Industrial Problems (CD-ROM). Barcelona CIMNE.
BibTeX:
@inproceedings{EJ2003,
  author = {Michael Emmerich and Jürgen Jakumeit},
  editor = {G.~Bugeda and J.~A.~Désidéri and J.~Périaux and M.~Schoenauer and G.~Winter},
  title = {Metamodel-assisted optimisation with constraints: A case study in material process design},
  booktitle = {Evolutionary Methods for Design, Optimization, and Control with Applications to Industrial Problems (CD-ROM)},
  publisher = {CIMNE},
  year = {2003}
}
Emmerich M (2002), "Optimisation of Thermal Power Plants: A graph-based adaptive search approach", In Adaptive Design and Manufacture. Berlin Vol. V Springer.
BibTeX:
@inproceedings{Emm2002,
  author = {M. Emmerich},
  editor = {I.~Parmee},
  title = {Optimisation of Thermal Power Plants: A graph-based adaptive search approach},
  booktitle = {Adaptive Design and Manufacture},
  publisher = {Springer},
  year = {2002},
  volume = {V}
}
Emmerich M and Bäck T (2002), "Evolution strategies for optimisation in engineering applications", In Proceedings Fifth World Congress on Computational Mechanics, WCCM V, Vienna, Austria. Barcelona CIMNE.
BibTeX:
@inproceedings{EB2002,
  author = {M.~Emmerich and Th.~Bäck},
  editor = {F.~G. Rammerstorfer and H.~A. Mang and J.~Eberhartsteiner},
  title = {Evolution strategies for optimisation in engineering applications},
  booktitle = {Proceedings Fifth World Congress on Computational Mechanics, WCCM V, Vienna, Austria},
  publisher = {CIMNE},
  year = {2002},
  note = {CDROM}
}
Emmerich M, Giotis A, Özdemir M, Bäck T and Giannakoglou K (2002), "Metamodel-assisted evolution strategies", In Parallel Problem Solving from Nature - PPSN VII, Granada, Spain. Berlin , pp. 361-370. Springer.
BibTeX:
@inproceedings{EG+2002,
  author = {M.~Emmerich and A.~Giotis and M.~Özdemir and Th.~Bäck and K.~Giannakoglou},
  editor = {J.~J.~Merelo Guervós et al.},
  title = {Metamodel-assisted evolution strategies},
  booktitle = {Parallel Problem Solving from Nature - PPSN VII, Granada, Spain},
  publisher = {Springer},
  year = {2002},
  pages = {361--370},
  edition = {2439}
}
Emmerich M, Schallmo M and Bäck T (2002), "Industrial Applications of Evolutionary Algorithms: A comparison to traditional methods", In Optimisation in Industry, Proc. of Int'l Conf., Barga, Italy 2001. Berlin , pp. 303-314. Springer.
BibTeX:
@inproceedings{ESB2002,
  author = {M.~Emmerich and M.~Schallmo and Th.~Bäck},
  editor = {I.~Parmee and P.~Hajela},
  title = {Industrial Applications of Evolutionary Algorithms: A comparison to traditional methods},
  booktitle = {Optimisation in Industry, Proc. of Int'l Conf., Barga, Italy 2001},
  publisher = {Springer},
  year = {2002},
  pages = {303--314}
}
Emmerich M, Grötzner M and Schütz M (2001), "Design of Graph-based Evolutionary Algorithms: A case study for Chemical Process Networks", Evolutionary Computation. Vol. 9(3)
BibTeX:
@article{EGS2001,
  author = {M.~Emmerich and M.~Grötzner and M.~Schütz},
  title = {Design of Graph-based Evolutionary Algorithms: A case study for Chemical Process Networks},
  journal = {Evolutionary Computation},
  year = {2001},
  volume = {9},
  number = {3}
}
Emmerich M and Hosenberg R (2001), "TEA - A C++ Library for the Design of Evolutionary Algorithms"
BibTeX:
@techreport{EH2001,
  author = {M. Emmerich and R. Hosenberg},
  title = {TEA - A C++ Library for the Design of Evolutionary Algorithms},
  year = {2001},
  note = {Reihe~CI 106/04}
}
Giotis A, Emmerich M, Naujoks B, Giannakoglou K and Bäck T (2001), "Low cost stochastic optimisation for engineering applications", In Proc. Int'l Conf. Industrial Applications of Evolutionary Algorithms, EUROGEN2001, Athens, Greece. Barcelona CIMNE (CD-ROM).
BibTeX:
@inproceedings{GEN+2001,
  author = {A.~Giotis and M.~Emmerich and B.~Naujoks and K.~Giannakoglou and Th.~Bäck},
  title = {Low cost stochastic optimisation for engineering applications},
  booktitle = {Proc. Int'l Conf. Industrial Applications of Evolutionary Algorithms, EUROGEN2001, Athens, Greece},
  publisher = {CIMNE (CD-ROM)},
  year = {2001}
}
Emmerich M (2000), "An interval constraint propagation technique for chemical process network synthesis", In Proc.~Knowledge Based Computer Systems (KBCS 2000), Mumbai. New Delhi , pp. 470-481. Allied Publishers.
BibTeX:
@inproceedings{Emm2000,
  author = {M.~Emmerich},
  editor = {M.~Sasikumar and D.~Rao and P.~R.~Prakash},
  title = {An interval constraint propagation technique for chemical process network synthesis},
  booktitle = {Proc.~Knowledge Based Computer Systems (KBCS 2000), Mumbai},
  publisher = {Allied Publishers},
  year = {2000},
  pages = {470--481}
}
Emmerich M, Gross B, Henrich F, Roosen P and Schütz M (2000), "Global optimization of chemical engineering plants by means of evolutionary algorithms", In Proc.~Aspen World 2000: Optimizing the Manufacturing Enterprise. Cambridge MA Aspen Technology.
BibTeX:
@inproceedings{EGH+2000,
  author = {M. Emmerich and B. Gross and F. Henrich and P. Roosen and M. Schütz},
  title = {Global optimization of chemical engineering plants by means of evolutionary algorithms},
  booktitle = {Proc.~Aspen World 2000: Optimizing the Manufacturing Enterprise},
  publisher = {Aspen Technology},
  year = {2000},
  note = {(CD-ROM)}
}
Emmerich M, Grötzner M, Gross B, Henrich F, Roosen P and Schütz M (2000), "Strukturoptimierung verfahrenstechnischer Anlagen mit evolutionären Algorithmen", In Computational Intelligence im industriellen Einsatz: Fuzzy Systeme, Neuronale Netze, Evolutionäre Algorithmen, Data Mining. Düsseldorf , pp. 277-282. VDI-Verlag.
BibTeX:
@inproceedings{EGG+2000,
  author = {M.~Emmerich and M.~Grötzner and B.~Gross and F.~Henrich and P.~Roosen and M.~Schütz},
  editor = {S.~Hafner and H.~Kiendl and R.~Kruse and H.-P.~Schwefel},
  title = {Strukturoptimierung verfahrenstechnischer Anlagen mit evolutionären Algorithmen},
  booktitle = {Computational Intelligence im industriellen Einsatz: Fuzzy Systeme, Neuronale Netze, Evolutionäre Algorithmen, Data Mining},
  publisher = {VDI-Verlag},
  year = {2000},
  pages = {277-282}
}
Emmerich M, Schütz M, Gross B and Grötzner M (2000), "Mixed-Integer Evolution Strategy for Chemical Plant Optimisation with Simulators", In Adaptive Design and Manufacture. Berlin , pp. 55-67. Springer.
BibTeX:
@inproceedings{ESGG2000,
  author = {M.~Emmerich and M.~Schütz and B. Gross and M.~Grötzner},
  editor = {I.~Parmee},
  title = {Mixed-Integer Evolution Strategy for Chemical Plant Optimisation with Simulators},
  booktitle = {Adaptive Design and Manufacture},
  publisher = {Springer},
  year = {2000},
  pages = {55--67}
}
Emmerich M (1999), "Optimierung verfahrenstechnischer Prozeßstrukturen mit Evolutionären Algorithmen", Februar, 1999. Vol. {SYS}-7/99
BibTeX:
@phdthesis{Emm1999,
  author = {M.~Emmerich},
  title = {Optimierung verfahrenstechnischer Prozeßstrukturen mit Evolutionären Algorithmen},
  year = {1999},
  volume = {SYS-7/99}
}