e> Optimization Group, University of Jyvaskyla

Publications

2012

  • Journals
    • Luque, M., Miettinen, K., Ruiz, A.B., Ruiz, F., A Two-Slope Achievement Scalarizing Function for Interactive Multiobjective Optimization, Computers & Operations Research, 39(7), 1673-1681, 2012. Available via ScienceDirect

2011

  • Journals
    • Luque, M., Ruiz, F., Miettinen, K., Global Formulation for Interactive Multiobjective Optimization, OR Spectrum, 33(1), 27-48, 2011. Available via SpringerLink
    • Hartikainen, M., Miettinen, K., Wiecek, M.M., Constructing a Pareto Front Approximation for Decision Making, Mathematical Methods of Operations Reserach, 73(2), 209-234, 2011. Available via SpringerLink
    • Hakanen, J., Miettinen, K., Sahlstedt K., Wastewater Treatment: New Insight Provided by Interactive Multiobjective Optimization, Decision Support Systems, 51, 328-337, 2011. Available via ScienceDirect
    • Sindhya, K., Miettinen, K., New Perspective to Continuous Casting of Steel with a Hybrid Evolutionary Multiobjective Algorithm, Materials and Manufacturing Processes, 26(3), 481-492, 2011. Available via Informa World
    • Sindhya, K., Ruuska, S., Haanpää, T., Miettinen, K., A New Hybrid Mutation Operator for Multiobjective Optimization with Differential Evolution, Soft Computing, 15(10), 2041-2055, 2011. Available via SpringerLink
    • Sindhya, K., Miettinen, K., Deb, K., Improving Convergence of Evolutionary Multi-Objective Optimization with Local Search: A Concurrent-Hybrid Algorithm, Natural Computing, 10(4), 1407-1430, 2011. Available via SpringerLink
    • Nikulin, Y., Miettinen, K., Mäkelä, M.M., A New Achievement Scalarizing Function based on Parametrization in Multiobjective Optimization, OR Spectrum, to appear. Available via SpringerLink
    • Ruiz, F., Luque, M., Miettinen, K., Improving the Computational Efficiency of a Global Formulation (GLIDE) for Interactive Multiobjective Optimization, Annals of Operations Research, to appear. Available via SpringerLink
    • Eskelinen, P., Miettinen, K., Trade-off Analysis Approach for Interactive Nonlinear Multiobjective Optimization, OR Spectrum, to appear. Available via SpringerLink
    • Ruuska, S., Miettinen, K., Wiecek, M.M., Connections between Single-level and Bilevel Multiobjective Optimization, Journal of Optimization Theory and Applications, to appear. Available via SpringerLink
    • Hartikainen, M., Miettinen, K., Wiecek, M.M., PAINT: Pareto Front Interpolation for Nonlinear Multiobjective Optimization, Computational Optimization and Applications, to appear. Available via SpringerLink
  • Conference Papers
    • Sindhya, K., Ruiz, A. B., Miettinen, K., A Preference Based Interactive Evolutionary Algorithm for Multiobjective Optimization: PIE, in "Evolutionary Multi-Criterion Optimization: 6th International Conference, EMO 2011, Proceedings", Ed. by R.H.C. Takahashi, K. Deb, E.F. Wanner, S. Greco, Springer-Verlag, Berlin, Heidelberg, 212-225, 2011.
    • Hartikainen, M., Miettinen, K., Wiecek, M.M., Decision Making on Pareto Front Approximations with Inherent Nondominance, in "New State of MCDM in the 21st Century", Selected Papers of the 20th International Conference on Multiple Criteria Decision Making, Ed. by Y. Shi, S. Wang, G. Kou, J. Wallenius, Springer-Verlag, Berlin, Heidelberg, 35-45, 2011.
    • Sindhya, K., Miettinen, K., Deb, K., An Improved Concurrent-Hybrid Algorithm for Enhanced Diversity and Accuracy in Evolutionary Multi-Objective Optimization, in Evolutionary and Deterministic Methods for Design, Optimization and Control, Applications to Industrial and Societal Problems, Ed. by T. Burczynski, J. Periaux, CIMNE, Barcelona, 182-187, 2011.
    • Podkopaev, D., Miettinen, K., Handling Preferences in the ''Pre-conflicting'' Phase of Decision Making under Multiple Criteria, in ADT 2011, Ed. by R.I. Grafman, F. Roberts, A. Tsoukias, Springer-Verlag, Berlin, Heidelberg, 234-246, 2011.
  • Reports
    • Sindhya, K., Miettinen, K., Deb, K., A Hybrid Framework with Enhanced Convergence and Diversity Preservation for Evolutionary Multiobjective Optimization, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 1/2011, University of Jyväskylä, Jyväskylä, 2011.
    • Hartikainen, M., Miettinen, K., Wiecek, M., PAINT: An Interpolation method for Computationally Expensive Multiobjective Optimization Problems, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 3/2011, University of Jyväskylä, Jyväskylä, 2011.
    • Luque, M., Miettinen, K., Ruiz, A.B., Ruiz, F., Reference Point-Based Methods: A New Approach with Two Weight Vectors, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 6/2011, University of Jyväskylä, Jyväskylä, 2011.

2010

  • Journals
    • Eskelinen, P., Miettinen, K., Klamroth, K., Hakanen, J., Pareto Navigator for Interactive Nonlinear Multiobjective Optimization, OR Spectrum, 23, 211-227, 2010. Available via SpringerLink
    • Miettinen, K., Eskelinen, P., Ruiz, F., Luque, M., NAUTILUS Method: An Interactive Technique in Multiobjective Optimization based on the Nadir Point, European Journal of Operational Research, 206(2), 426-434, 2010. Available via ScienceDirect
    • Laukkanen, T., Tveit, T.-M., Ojalehto, V., Miettinen, K., Fogelholm C.-J., An Interactive Multi-Objective Approach to Heat Exchanger Network Synthesis, Computers and Chemical Engineering, 34(6), 943-952, 2010. Available via ScienceDirect
    • Miettinen, K., Miksi kompromissi on parempi kuin optimi? Uusia monitavoiteoptimoinnin menetelmiä päätöksentekoon, Academia Scientarium Fennica 2009, 87-92, 2010. Available via the Finnish Academy of Science and Letters
    • Ruotsalainen, H., Miettinen, K., Palmgren, J.-E., Lahtinen, T., Interactive Multiobjective Optimization for Anatomy based Three-Dimensional HDR Brachytherapy, Physics in Medicine and Biology, 55(16), 4703-4719, 2010. Available via IOP Publishing
    • Aittokoski, T., Miettinen, K., Efficient Evolutionary Approach to Approximate the Pareto Optimal Set in Multiobjective Optimization, UPS-EMOA, Optimization Methods and Software, 25(6), 841-858, 2010. Available via InformaWorld
    • Deb, K., Miettinen, K., Chaudhuri S., Towards an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches, IEEE Transactions on Evolutionary Computation, 14(6), 821-841, 2010. Available via IEEE Xplore
  • Conference Papers
    • Deb, K., Miettinen, K., Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed through Focused Search, in "Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, Proceedings", Ed. by M. Ehrgott, B. Naujoks, T.J. Stewart, J. Wallenius, Springer-Verlag, Berlin, Heidelberg, 339-354, 2010.
    • Ruotsalainen, H., Miettinen, K., Palmgren, J.-E., Interactive Multiobjective Optimization for 3D HDR Brachytherapy Applying IND-NIMBUS, in "New Developments in Multiple Objective and Goal Programming, Proceedings", Ed. by D. Jones, M. Tamiz, J. Ries, Springer-Verlag, Berlin, Heidelberg, 117-131, 2010.
    • Eskelinen, P., Ruuska, S., Miettinen, K., Wiecek, M., Mustajoki, J., A Scenario-Based Interactive Multiobjective Optimization Method for Decision Making under Uncertainty, in "CD-Proceedings of the 25th Mini-EURO Conference on Uncertainty and Robustness in Planning and Decision Making", Ed. by C. H. Antunes, D. Rios Insua, L Candido Dias, Coimbra, 2010.
    • Haanpaa, T., Aittokoski, T., Miettinen, K., Hakanen, J., An Approach to Minimize the Number of Function Evaluations in Global Optimization, in "24th Mini EURO Conference on Continuous Optimization and Information-Based Technologies in the Financial Sector, Proceedings" Ed. by R. Kasimbeyli, C. Dincer, S. Ozpeynirci, L. Sakalauskas, Vilnius Gediminas Technical University Publishing House "Technika", 161-166, 2010.
    • Hartikainen, M., Miettinen, K., A Computationally Inexpensive Approach in Multiobjective Heat Exchanger Network Synthesis, in "Proceedings of the 2nd International Conference on Applied Operational Research", Ed. by M. Collan, Tadbir Institute for Operational Research, Systems Design and Financial Services, Tehran, 99-109, 2010.
    • Sahlstedt, K.E., Hakanen, J., Miettinen, K., Interactive Multiobjective Optimization in Wastewater Treatment Plant Operation and Design, in "CD-Proceedings of the IWA Specialist Conference Water and Wastewater Treatment Plants in Towns and Communities of the XXI Century: Technologies, Design and Operation", 2010.
  • Reports
    • Hartikainen, M., Miettinen, K., Wiecek, M., Inherent Nondominance - Pareto Front Approximations for Decision Making, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 2/2010, University of Jyväskylä, Jyväskylä, 2010.
    • Nikulin, Y., Miettinen, K., Mäkelä, M.M., A Parametrized Achievement Scalarizing Function for Multiobjective Optimization, Turku Centre for Computer Science, TUCS Technical Report No. 969, Turku, 2010.
    • Sindya, K., Haanpää, T., Ruuska, S., Miettinen, K., An Operator Guided by Polynomial Approximation for Multiobjective Optimization, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 3/2010, University of Jyväskylä, Jyväskylä, 2010.
    • Hartikainen, M., Miettinen, K., Wiecek, M.M., A Pareto Front Approximation with Inherent Nondominance and the Delaunay Triangulation, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 5/2010, University of Jyväskylä, Jyväskylä, 2010.

2009

  • Journals
    • Luque, M., Miettinen, K., Eskelinen, P., Ruiz, F., Incorporating Preference Information in Interactive Reference Point Methods for Multiobjective Optimization, Omega, 37(2), 450-462, 2009. Available via ScienceDirect
    • Miettinen, K., Molina, J., Gonzalez, M. Hernandez-Diaz, A., Caballero, R, Using Box Indices in Supporting Comparison in Multiobjective Optimization, European Journal of Operational Research, 197, 17-24, 2009. Available via ScienceDirect
    • Aittokoski, T., Äyrämö, S., Miettinen, K., Clustering Aided Approach for Decision Making in Computationally Expensive Multiobjective Optimization , Optimization Methods and Software, 24(2), 157-174, 2009. Available via InformaWorld
    • Thiele, L., Miettinen, K., Korhonen, P. Molina, J., A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization, Evolutionary Computation, 17(3), 411-436, 2009. Available from MIT Press
    • Ruotsalainen, H., Boman, E., Miettinen, K., Tervo, J., Nonlinear Interactive Multiobjective Optimization Method for Radiotherapy Treatment Planning with Boltzmann Transport Equation, Contemporary Engineering Sciences, 2(9), 391-422, 2009. Available electronically
    • Tarkkanen, S., A Literature Review on Decision Support System Research: Development and Evaluation of User Interfaces for Multiple Criteria Decision Making, Reports of the Department of Mathematical Information Technology, Series B. Scientific Computing, No. B 5/2009, University of Jyväskylä, 2009.
    • Aittokoski, T., On Challenges of Simulation-Based Global and Multiobjective Optimization, PhD thesis, Jyväskylä Studies in Computing 102, University of Jyväskylä, Finland, 2009.
  • Papers in Collections
  • Conference Papers
  • Edited Books and Proceedings
  • Reports
    • Sindhya, K., Deb, K., Miettinen, K., A Concurrent Hybrid Algorithm for Improving Convergence of EMO with Local Search, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 3/2009, University of Jyväskylä, Jyväskylä, 2009.
    • Miettinen, K., Eskelinen, P., Ruiz, F., Luque, M., An Interactive Multiobjective Optimization Method Based on Sequentially Improving Reference Points, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 7/2009, University of Jyväskylä, Jyväskylä, 2009.
    • Laukkanen, T., Tveit, T.-M., Ojalehto, V., Miettinen, K., Fogelholm C.-J., Multiobjective GAMS-NIMBUS Tool Applied for the Heat Exchanger Network Synthesis, Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 8/2009, University of Jyväskylä, Jyväskylä, 2009.

2008

2007

  • Journals
    • Ojalehto, V., Miettinen, K., Mäkelä, M.M., Interactive Software for Multiobjective Optimization: IND-NIMBUS, WSEAS Transactions on Computers, 6(1), 87-94, 2007.
    • Haarala, M., Miettinen, K., Mäkelä, M.M., Globally Convergent Limited Memory Bundle Method for Large-Scale Nonsmooth Optimization, Mathematical Programming, 109(1), 181-205, 2007. Available via SpringerLink.
    • Maaranen, H., Miettinen, K., Penttinen, A., On Initial Populations of a Genetic Algorithm for Continuous Optimization Problems, Journal of Global Optimization, 37(3), 405-436, 2007. Available via SpringerLink
    • Setämaa-Kärkkäinen, A., Miettinen, K., Vuori, J., Heuristic for a New Multiobjective Scheduling Problem, Optimization Letters, 1(3), 213-225, 2007. Available via SpringerLink
    • Miettinen, K., Using Interactive Multiobjective Optimization in Continuous Casting of Steel, Materials and Manufacturing Processes, 22(5), 585-593, 2007.
    • Hakanen, J., Kawajiri, Y., Miettinen, K., Biegler, L.T., Interactive Multi-Objective Optimization for Simulated Moving Bed Processes, Control and Cybernetics, 36(2), 282-320, 2007.
  • Conference Papers
    • Vassileva, M., Vassilev, V., Staykov, B., Miettinen, K., Generalized Multicriteria Decision Support System, in "Proceedings of the HABUSKA Open Workshop Semantic Web and Knowledge Technologies Applications, Varna, Bulgaria", Edited by D. Dochev, I. Simonics, L. Boszormenyi, R. Pavlov, 2007.
  • Edited Books and Proceedings
  • Working Papers
    • Thiele, L., Miettinen, K., Korhonen, P.J., Molina, J., A Preference-Based Interactive Evolutionary Algorithm for Multiobjective Optimization, Working Papers W-412, Helsinki School of Economics, Helsinki, 2007.
    • Yevseyeva, I., Miettinen, K., Salminen, P., Lahdelma, R., SMAA-Classification - A New Method for Nominal Classification, Working Papers W-422, Helsinki School of Economics, Helsinki, 2007.
    • Luque, M., Ruiz, F., Miettinen, K. , GLIDE - General Formulation for Interactive Multiobjective Optimization, Working Papers W-432, Helsinki School of Economics, Helsinki, 2007.
    • Eskelinen, P., Miettinen, K., Klamroth, K., Hakanen, J. , Interactive Learning-Oriented Decision Support Tool for Nonlinear Multiobjective Optimization: Pareto Navigator, Working Papers W-439, Helsinki School of Economics, Helsinki, 2007.

2006

  • Journals
    • Miettinen, K., Mäkelä, M.M., Maaranen, H., Efficient Hybrid Methods for Global Continuous Optimization based on Simulated Annealing, Computers & Operations Research, 33(4), 1102-1116, 2006. Available via ScienceDirect
    • Miettinen, K., Mäkelä, M.M., Synchronous Approach in Interactive Multiobjective Optimization, European Journal of Operational Research, 170(3), 909-922, 2006. Available via ScienceDirect
    • Setämaa-Kärkkäinen, A., Miettinen, K., Vuori, J., Best Compromise Solution for a New Multiobjective Scheduling Problem, Computers & Operations Research, 33(8), 2353-2368, 2006. Available via ScienceDirect
    • Miettinen, K., Kirilov, L., Interactive Reference Direction Approach Using Implicit Parametrization for Nonlinear Multiobjective Optimization, Journal of Multi-Criteria Decision Analysis, 13(2-3), 115-123, 2005.
    • Hakanen, J., Miettinen, K., Mäkelä, M.M., Manninen, J., On Interactive Multiobjective Optimization with NIMBUS in Chemical Process Design, Journal of Multi-Criteria Decision Analysis, 13(2-3), 125-134, 2005.
    • Miettinen, K., Mäkelä, M.M., Kaario, K., Experiments with Classification-Based Scalarizing Functions in Interactive Multiobjective Optimization, European Journal of Operational Research, 175(2), 931-947, 2006. Available via ScienceDirect
    • Madetoja, E., Miettinen, K., Tarvainen, P., Issues Related to the Computer Realization of a Multidisciplinary and Multiobjective Optimization System, Engineering with Computers, 22(1), 33-46, 2006. Available via SpringerLink
    • Heikkola, E., Miettinen, K., Nieminen, P., Multiobjective Optimization of an Ultrasonic Transducer using NIMBUS, Ultrasonics, 44(4), 368-380, 2006. Available via ScienceDirect
    • Hakanen, J., On Potential of Interactive Multiobjective Optimization in Chemical Process Design, PhD thesis, Jyväskylä Studies in Computing 68, University of Jyväskylä, Finland, 2006 (Available at http://urn.fi/URN:ISBN:951-39-2698-2).
    • Hakanen, J., Hakala, J. and Manninen, J., An Integrated Multiobjective Design Tool for Process Design, Applied Thermal Engineering, 26, 1393-1399, 2006.
  • Conference Papers
    • Miettinen, K., Interactive Multiobjective Optimization Method NIMBUS Applied to Continuous Casting of Steel, in "International Workshop on Neural Network and Genetic Algorithm in Materials Science and Engineering, Proceedings", Ed. by N.R. Bandyopadhyay, P.P. Chattopadhyay, S. Datta, Tata McGraw-Hill Publishing Company Limited, New Delhi, 58-72, 2006.
    • Deb, K., Chaudhuri, S., Miettinen, K., Towards Estimating Nadir Objective Vector using Evolutionary Approaches, in "Proceedings of the 8th Annual Genetic and Evolutionary Computation Conference (GECCO-2006), Seattle", Ed. by M. Keijzer et al., Volume 1, The Association of Computing Machinery (ACM), New York, 643-650, 2006.
    • Miettinen, K., IND-NIMBUS for Demanding Interactive Multiobjective Optimization, in "Multiple Criteria Decision Making '05", Ed. by T. Trzaskalik, The Karol Adamiecki University of Economics in Katowice, Katowice, 137-150, 2006.
    • Ojalehto, V., Miettinen, K., Mäkelä, M.M., IND-NIMBUS Software for Multiobjective Optimization, in "Proceedings of the 6th International Conference on Simulation, Modelling and Optimization, Lisbon, Portugal", CD-Proceedings Ed. by A.M. Madureira, J.C. Quadrado, Z. Bojkovic, S. Impedovo, D. Kalpic, Z. Stjepanovic, S. Javadi, 654-659, 2006.
    • Vassileva, M., Vassilev, V., Staykov, B., Miettinen, K., Generalized Multicriteria Decision Support System, in "Proceedings of the International Workshop "Semantic Web and Knowledge Technologies Applications", Varna, Bulgaria", Ed. by D. Dochev, I. Simonics, L. Boszormenyi, R. Pavlov, 16-30, 2006.
  • Working Papers
    • Hakanen, J., Kawajiri, Y., Miettinen, K., Biegler, L.T., Interactive Multi-Objective Optimization of Simulated Moving Bed Processes using IND-NIMBUS and IPOPT, Working Papers W-404, Helsinki School of Economics, Helsinki, 2006.
    • Ruotsalainen, H., Boman, E., Miettinen, K., Hämäläinen, J. , Interactive Multiobjective Optimization for IMRT, Working Papers W-409, Helsinki School of Economics, Helsinki, 2006.
    • Luque, M., Miettinen, K., Eskelinen, P., Ruiz, F. , Three Different Ways for Incorporating Preference Information in Interactive Reference Point Based Methods, Working Papers W-410, Helsinki School of Economics, Helsinki, 2006.
  • For more publications, see a list of the publications of Kaisa Miettinen
  • Kaisa's personal library