Publications of Marco Laumanns

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2011

• Beume N., Rudolph G., Laumanns M. (2011): "Convergence rates of SMS-EMOA on continuous bi-objective problem classes." Proceedings of the 11th Workshop on Foundations of Genetic Algorithms, ACM, New York, NY, USA:243-252. (DOI, URL)
• Caimi G., Chudak F., Fuchsberger M., Laumanns M., Zenklusen R. (2011): "A New Resource-constrained Multi-commodity Flow Model for Conflict-free Train Routing and Scheduling." Transportation Science, 45(2):212-227. (DOI)
• Caimi G., Fuchsberger M., Laumanns M., Schüpbach K. (2011): "A multi-level framework for generating train schedules in highly utilised networks." Public Transport, 3(1):3-24. (DOI, URL)
• Caimi C., Fuchsberger M., Laumanns M., Schüpbach K. (2011): "Periodic railway timetabling with event flexibility." Networks, 57(1):3-18. (DOI)
• Caimi G., Laumanns M., Schüpbach K., Wörner S., Fuchsberger M. (2011): "The periodic service intention as a conceptual framework for generating timetables with partial periodicity." Transportation Planning and Technology, 34(4):323-339. (DOI)
• Hendriks M., Armbruster D., Laumanns M., Lefeber E., Udding J.: "Strategic allocation of cyclically calling vessels for multi-terminal container operators." Flexible Services and Manufacturing Journal. (DOI, URL)
• Kawas B., Laumanns M., Pratsini E., Prestwich S. (2011): "Risk-Averse Production Planning." In: Brafman R., Roberts F., Tsoukiàs A. (eds.): Algorithmic Decision Theory - Second International Conference, ADT 2011, Piscataway, NJ, USA, October 26-28, 2011. Proceedings:108-120. (DOI, URL)
• Laumanns M., Zenklusen R. (2011): "Stochastic convergence of random search methods to fixed size Pareto front approximations." European Journal of Operational Research, 213(2):414-421. (DOI, URL)
• Laumanns M., Pratsini E., Prestwich S., Tiseanu C. (2011): "Production Planning for Pharmaceutical Companies Under Non-Compliance Risk." In: Hu B., Morasch K., Pickl S., Siegle M. (eds.): Operations Research Proceedings 2010, Springer Berlin Heidelberg:545-550. (DOI)
• López-Ibánez M., Knowles J., Laumanns M. (2011): "On Sequential Online Archiving of Objective Vectors." In: Takahashi R., Deb K., Wanner E., Greco S. (eds.): Evolutionary Multi-Criterion Optimization, Springer Berlin / Heidelberg, Vol. 6576:46-60. (DOI)
• Zenklusen R., Laumanns M. (2011): "High-confidence estimation of small s-t reliabilities in directed acyclic networks." Networks, 57(4):376-388. (DOI)

2010

• Beume N., Laumanns M., Rudolph G. (2010): "Convergence Rates of (1+1) Evolutionary Multiobjective Optimization Algorithms." In: Schaefer R., Cotta C., Kolodziej J., Rudolph G. (eds.): Parallel Problem Solving from Nature - PPSN XI, Springer Berlin / Heidelberg, Vol. 6238:597-606. (DOI, URL)
• Hendriks M., Laumanns M., Lefeber E., Udding J. (2010): "Robust cyclic berth planning of container vessels." OR Spectrum, 32(3):501-517. (DOI)
• Laumanns M., Zenklusen R., Schüpbach K., Hendriks M., Lefeber E., Udding J. (2010): "Robust Adaptive Resource Allocation in Container Terminals." In: Henggeler Antunes C., Rios Insua D., Candido Dias L. (eds.): Proceedings of the 25th Mini-EURO Conference Uncertainty and Robustness in Planning and Decision Making (URPDM 2010), University of Coimbra, Portugal, April 15-17, 2010
• Schütze O., Laumanns M., Tantar E., Coello C., Talbi E. (2010): "Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms." Evolutionary Computation, 18(1):65-96. (DOI, URL)

2009

• Balderer C., Guarisco M., Laumanns M., Zenklusen R. (2009): "Repair strategies for minimising the risk of cascading failures in electricity networks." International Journal of Critical Infrastructures, 5(1/2):51-71. (DOI, URL)
• Caimi C., Burkolter D., Herrmann T., Chudak F., Laumanns M. (2009): "Design of a Railway Scheduling Model for Dense Services." Networks and Spatial Economics, 9(1):25-46. (DOI, URL)
• Caimi G., Fuchsberger M., Laumanns M., Lüthi H., Schüpbach K. (2009): "Fahrplanerstellung in stark ausgelasteten Eisenbahnnetzen." OR News, No. 35:6-10.
• Caimi G., Fuchsberger M., Laumanns M., Schüpbach K. (2009): "A Multi-Level Framework for Generating Conflict-free Timetables in Highly Utilized Railway Networks." Proceedings of the 11th International Conference on Advanced Systems for Public Transport (CASPT 2009), Hong Kong, July 20-22, 2009.
• Caimi G., Laumanns M., Schüpbach K., Wörner S., Fuchsberger M. (2009): "The Periodic Service Intention as a Conceptual Frame for Generating Timetables with Partial Periodicity." Proceedings of the 3rd International Seminar on Railway Operations Modelling and Analysis (RailZurich 2009), Zurich, Switzerland
• Friedrich C., Guarisco M., Laumanns M., Zdrallek M. (2009): "A Model to Optimise the Organisation of Grid Operation." Proceedings of the 20th International Conference on Electricity Distribution (CIRED 2009), Prague, Czech Republic, June 8-11, 2009
• Guarisco M., Friedrich C., Balderer C., Laumanns M., Zdrallek M. (2009): "A grid operation model: Resource demand for an adequate incident management in high-, medium-, and low-voltage grids." International Journal of Electrical Power & Energy Systems, 31(9):504-511. (DOI)
• Laumanns M., Zenklusen R. (2009): "Computational Complexity of Impact Size Estimation for Spreading Processes on Networks." Operations Research Proceedings 2008, Springer:575-580. (DOI)
• Laumanns M., Zenklusen R. (2009): "Computational Complexity of Impact Size Estimation for Spreading Processes on Networks." The European Physical Journal B - Condensed Matter and Complex Systems, 71(4):481-488. (DOI)
• Siegfried T., Bleuler S., Laumanns M., Zitzler E. (2009): "Multiobjective Groundwater Management Using Evolutionary Algorithms." IEEE Transactions on Evolutionary Computation, 13(2):229-242. (DOI)

2008

• Guarisco M., Friedrich C., Laumanns M., Zdrallek M. (2008): "A Grid Operation Model: Resource Demand For An Adequate Quality Of Supply." Proceedings of the 16th Power Systems Computation Conference (PSCC 2008), Glasgow, Scotland, 14-18 July, 2008 (PDF)
• Laumanns M. (2008): "Determining Optimal Control Policies for Supply Networks Under Uncertainty." In: Haasis H., Kreowski H., Scholz-Reiter B. (eds.): Dynamics in Logistics, First International Conference, LDIC 2007, Bremen, Germany, August 2007, Proceedings, Springer, Berlin:135-141. (DOI)
• Schütze O., Laumanns M., Coello C., Dellnitz M., Talbi E. (2008): "Convergence of Stochastic Search Algorithms to Finite Size Pareto Set Approximations." Journal of Global Optimization, 41(4):559-577. (DOI, URL)
• Schütze O., Laumanns M., Coello C. (2008): "Approximating the Knee of an MOP with Stochastic Search Algorithms" Parallel Problem Solving from Nature - PPSN X, 10th International Conference, Dortmund, Germany, September 13-17, 2008, Proceedings. Lecture Notes in Computer Science, Vol. 5199 (DOI, URL)

2007

• Balderer C., Guarisco M., Laumanns M., Zenklusen R. (2007): "Repair strategies for minimizing the risk of cascading failures in electricity networks." European Conference on Complex Systems (ECCS 2007), Satellite Workshop: Critical Infrastructures as Complex Systems, Dresden, Germany, October 1-5, 2007 (PDF, URL)
• Caimi G., Burkolter D., Herrmann T., Chudak F., Laumanns M. (2007): "Design of a new railway scheduling model for dense services." In: Hansen I., Radtke A., Pachl J., Wendler E. (eds.): Proceedings of the 2nd International Seminar on Railway Operations Modelling and Analysis (RailHannover 2007), Hannover, Germany, March 28-30, 2007 (PDF)
• Caimi G., Fuchsberger M., Laumanns M., Schüpbach K. (2007): "Periodic Railway Timetabling with Event Flexibility." In: Liebchen C., Ahuja R., Mesa J. (eds.): ATMOS 2007 - 7th Workshop on Algorithmic Approaches for Transportation Modeling, Optimization, and Systems, Internationales Begegnungs- und Forschungszentrum für Informatik (IBF I), Dagstuhl, Germany (URL)
• Laumanns M., Zenklusen R. (2007): "Monte-Carlo Estimation of s-t Reliability in Acyclic Networks." European Conference on Complex Systems (ECCS 2007), Dresden, Germany, October 1-5 (HTML)
• Laumanns M., Zenklusen R. (2007): "Estimation of Small s-t Reliabilities in Acyclic Networks." arXiv.org:0707.3231 (URL)
• Laumanns M. (2007): "Stochastic convergence of random search to fixed size Pareto set approximations." arXiv.org:0711.2949 (URL)
• Schütze O., Laumanns M., Tantar E., Coello C., Talbi E. (2007): "Convergence of Stochastic Search Algorithms to Gap-free Pareto Front Approximations." Proceedings of the 9th Annual Conference on Genetic and Evolutionary Computation (GECCO 2007), London, England, ACM Press, New York, NY, USA:892-901. (DOI)

2006

• Laumanns M., Thiele L., Zitzler E. (2006): "An efficient, adaptive parameter variation scheme for metaheuristics based on the epsilon-constraint method." European Journal of Operational Research, 169(3):932-942. (DOI)
• Laumanns M., Lefeber E. (2006): "Robust Optimal Control of Material Flows in Demand-driven Supply Networks." Physica A, 363(1):24-31. (DOI)
• Neumann F., Laumanns M. (2006): "Speeding up Approximation Algorithms for NP-Hard Spanning Forest Problems by Multi-objective Optimization." In: Correa J., Hevia A., Kiwi M. (eds.): LATIN 2006: Theoretical Informatics. 7th Latin American Symposium, Valdivia, Chile, March 20-24, 2006. Lecture Notes in Computer Science, Vol. 3887. Springer:745-756. (DOI)
• Reimann M., Laumanns M. (2006): "Savings based ant colony optimization for the capacitated minimum spanning tree problem." Computers & Operations Research, 33(6):1794-1822. (DOI)

2005

• Laumanns M., Thiele L., Zitzler E. (2005): "An Adaptive Scheme to Generate the Pareto Front Based on the Epsilon-Constraint Method.." In: Branke J., Deb K., Miettinen K., Steuer R. (eds.): Practical Approaches to Multi-Objective Optimization. Dagstuhl Seminar Proceedings, Vol. 04461 (URL)
• Laumanns M., Laumanns N. (2005): "Evolutionary Multiobjective Design in Automotive Development." Applied Intelligence, 23(1):55-70. (DOI)
• Neumann F., Laumanns M. (2005): "Speeding Up Approximation Algorithms for NP-hard Spanning Forest Problems by Multi-objective Optimization." Electronic Colloquium on Computational Complexity (ECCC), No. 029 (HTML)

2004

• Laumanns M., Thiele L., Zitzler E. (2004): "Running time analysis of evolutionary algorithms on a simplified multiobjective knapsack problem." Natural Computing, 3(1):37-51. (DOI)
• Laumanns M., Thiele L., Zitzler E. (2004): "Running time analysis of multiobjective evolutionary algorithms on pseudo-Boolean functions." IEEE Transactions on Evolutionary Computation, 8(2):170-182. (DOI)
• Reimann M., Laumanns M. (2004): "A hybrid ACO algorithm for the Capacitated Minimum Spanning Tree Problem.." In: Blum C., Roli A., Sampels M. (eds.): Hybrid Metaheuristics, First International Workshop (HM 2004), Valencia, Spain, August 22-23:1-10. (PDF)
• Zitzler E., Laumanns M., Bleuler S. (2004): "A Tutorial on Evolutionary Multiobjective Optimization." In: Gandibleux X., (eds.): Metaheuristics for Multiobjective Optimisation. Lecture Notes in Economics and Mathematical Systems, Vol. 535, Springer

2003

• Bleuler S., Laumanns M., Thiele L., Zitzler E. (2003): "PISA: A Platform and Programming Language Independent Interface for Search Algorithms." Evolutionary Multi-Criterion Optimization, Second International Conference (EMO 2003), Faro, Portugal, April 8-11. Lecture Notes in Computer Science, Vol. 2632, Springer:494-508. (HTML)
• Zitzler E., Thiele L., Laumanns M., Fonseca C., Fonseca V. (2003): "Performance assessment of multiobjective optimizers: an analysis and review." IEEE Transactions on Evolutionary Computation, 7(2):117-132. (DOI)

2002

• Deb K., Thiele L., Laumanns M., Zitzler E. (2002): "Scalable multi-objective optimization test problems." Proceedings of the 2002 Congress on Evolutionary Computation (CEC 2002), Hoholulu, HI, USA, May 12-17, IEEE Press:825-830. (DOI)
• Laumanns M., Thiele L., Zitzler E., Deb K. (2002): "Archiving With Guaranteed Convergence And Diversity In Multi-objective Optimization." Genetic and Evolutionary Computation Conference (GECCO 2002), New York, USA, 9-13 July, Morgan Kaufmann:439-447. (PDF)
• Laumanns M., Ocenasek J. (2002): "Bayesian Optimization Algorithms for Multi-objective Optimization." In: Guervós J., Adamidis P., Beyer H., Martín J., Schwefel H. (eds.): Parallel Problem Solving from Nature – PPSN VII, 7th International Conference, Granada, Spain, September 7-11. Lecture Notes in Computer Science, Vol. 2439, Springer:298-307. (HTML)
• Laumanns M., Thiele L., Zitzler E., Welzl E., Deb K. (2002): "Running Time Analysis of Multi-objective Evolutionary Algorithms on a Simple Discrete Optimization Problem." In: Guervós J., Adamidis P., Beyer H., Martín J., Schwefel H. (eds.): Parallel Problem Solving from Nature – PPSN VII, 7th International Conference, Granada, Spain, September 7-11. Lecture Notes in Computer Science, Vol. 2439, Springer:44-53. (HTML)
• Laumanns M., Laumanns N. (2002): "Evolutionäre Algorithmen in der Fahrzeugentwicklung." 11. Aachener Kolloquium Fahrzeug- und Motorentechnik, Aachen, Germany, October 7-9:641-653. (PDF)
• Laumanns M., Thiele L., Deb K., Zitzler E. (2002): "Combining Convergence and Diversity in Evolutionary Multiobjective Optimization." Evolutionary Computation, 10(3):263-282. (DOI)
• Laumanns N., Laumanns M., Kitterer H. (2002): "Evolutionary Multi-objective Integer Programming for the Design of Adaptive Cruise Control Systems." In: Hendtlass T., Ali M. (eds.): Developments in Applied Artificial Intelligence, 15th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2002), Cairns, Australia, June 17-20. Lecture Notes in Computer Science, Vol. 2358, Springer:200-210. (HTML)
• Zitzler E., Laumanns M., Thiele L., Foneseca C., Fonseca V. (2002): "Why Quality Assessment Of Multiobjective Optimizers Is Difficult." Genetic and Evolutionary Computation Conference (GECCO 2002), New York, USA, 9-13 July, Morgan Kaufmann:666-674. (PDF)

2001

• Deb K., Thiele L., Laumanns M., Zitzler E. (2001): "Scalable Test Problems for Evoultionary Multi-Objective Optimization." Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Zurich, Switzerland, No. 112 (PDF)
• Laumanns M., Zitzler E., Thiele L. (2001): "On the Effects of Archiving, Elitism, and Density Based Selection in Evolutionary Multi-objective Optimization." In: Zitzler E., Deb K., Thiele L., Coello C., Corne D. (eds.): Evolutionary Multi-Criterion Optimization: First International Conference, EMO 2001. Lecture Notes in Computer Science, Vol. 1993, Springer:181-196. (HTML, PDF)
• Laumanns M., Rudolph G., Schwefel H. (2001): "Mutation Control and Convergence in Evolutionary Multi-Objective Optimization." In: Matousek R., Osmera P. (eds.): MENDEL 2001, 7th International Conference on Soft Computing, Brno, Czech Republic:24-29. (PDF)
• Laumanns M., Zitzler E., Thiele L. (2001): "Multiple Criteria Decision Support by Evolutionary Computation." In: Hilty L., Gilgen P. (eds.): Sustainability in the Information Society, 15th International Symposium Informatics for Environmental Protection, Zurich, Metropolis-Verlag, Marburg, Germany (URL, PDF)
• Laumanns M., Thiele L., Deb K., Zitzler E. (2001): "On the Convergence and Diversity-Preservation Properties of Multi-Objective Evolutionary Algorithms." Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Zurich, Switzerland, No. 108 (PDF)
• Laumanns N., Laumanns M., Neunzig D. (2001): "Multi-objective Design Space Exploration of Road Trains with Evolutionary Algorithms." In: Zitzler E., Deb K., Thiele L., Coello C., Corne D. (eds.): Evolutionary Multi-Criterion Optimization: First International Conference, EMO 2001. Lecture Notes in Computer Science, Vol. 1993, Springer:612-623. (HTML, PDF)
• Sandkühler D., Laumanns M., Laumanns N. (2001): "Roadtrain-Concept for the European Freight Transportation." 6. Internationale Fachtagung Nutzfahrzeuge, Neu-Ulm, Germany, June 28-29 (PDF)
• Zitzler E., Laumanns M., Thiele L. (2001): "SPEA2: Improving the Strength Pareto Evolutionary Algorithm for Multiobjective Optimization." In: Giannakoglou K., Tsahalis D., Périaux J., Papailiou K., Fogarty T. (eds.): Evolutionary Methods for Design Optimization and Control with Applications to Industrial Problems (EUROGEN 2001), International Center for Numerical Methods in Engineering (CIMNE):95-100. (PDF)
• Zitzler E., Laumanns M., Thiele L. (2001): "SPEA2: Improving the Strength Pareto Evolutionary Algorithm." Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Zurich, Switzerland, No. 103 (PDF)

2000

• Laumanns M., Zitzler E., Thiele L. (2000): "A unified model for multi-objective evolutionary algorithms with elitism." In: Zalzala A., Fonseca C., Kim J., Smith A., Yao X. (eds.): Proceedings Of The 2000 Congress On Evolutionary Computation (CEC 2000), IEEE Press:46-53. (DOI, PS)

1999

• Laumanns M., Rudolph G., Schwefel H. (1999): "Approximating the Pareto Set: Concepts, Diversity Issues, and Performance Assessment." University of Dortmund, Collaborative Research Center 531, No. CI-72/99 (PDF)

1998

• Laumanns M., Rudolph G., Schwefel H. (1998): "A Spatial Predator-Prey Approach to Multi-objective Optimization: A Preliminary Study." In: Eiben A., Bäck T., Schoenauer M., Schwefel H. (eds.): Parallel Problem Solving from Nature – PPSN V. Lecture Notes in Computer Science, Vol. 1498, Springer:241-249. (DOI, PDF)