Publications
2018
- Journal papers
- Chugh, T., Jin, Y., Miettinen, K., Hakanen, J., Sindhya, K.,
A Surrogate-assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-objective Optimization,
IEEE Transactions on Evolutionary Computation, 22 (1), 129-142. 2018. Available via IEEE XPlore. Published in parallel in JYX (open access)
- Chugh T., Sindhya K., Hakanen J. and K. Miettinen ,
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms,
Soft Computing, to appear, Available via SpringerLink.
- Keto, M., Hakanen, J., Pahkinen, E.,
Register data in sample allocations for small-area estimation,
Mathematical Population Studies, to appear.
- Zhou-Kangas, Y., Miettinen, K., Sindhya, K.,
Solving Multiobjective Optimization Problems with Decision Uncertainty: An Interactive Approach,
Journal of Business Economics, to appear.
2017
- Journal papers
- Mazziotta, A., Podkopaev, D., Trivino, M., Miettinen, K., Pohjanmies, T., Monkkonen, M., Quantifying and Resolving
Conservation Conflicts in Forest Landscapes via Multiobjective Optimization, Silva Fennica, 51(1), article 1778, 2017. Available
at the website of the journal. Published in parallel in JYX (open access)
- Sindhya, K., Manninen, A., Miettinen, K., Pippuri, J.,
Design of a Permanent Magnet Synchronous
Generator using Interactive Multiobjective
Optimization, IEEE Transactions on Industrial Electronics, 64, 9776-9783, 2017. Available via IEEE XPlore.
- Allmendinger R., Emmerich M., Hakanen J., Jin Y., Rigoni E.
Surrogate-Assisted Multicriteria Optimization: Complexities, Prospective Solutions, and Business Case.
Journal of Multi-Criteria Decision Analysis, 24, 5–24, 2017. Available at the website of the journal.
- Chugh, T., Chakraborti, N., Sindhya, K., Jin., Y., A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem,
Materials and Manufacturing Processes, 32, 1172-1178, 2017.
Available at the website of the journal. Published in parallel in JYX
- Conference papers
- Chugh, T., Sindhya, K., Miettinen, K., Jin, Y., Kratky, T., Makkonen, P.,
Surrogate-assisted Evolutionary Multiobjective Shape Optimization of an Air Intake Ventilation System, in
" Proceedings of the 2017 IEEE Congress on Evolutionary Computation",
IEEE, 1541-1548, 2017. Available via IEEE XPlore.
Published in parallel in JYX (open access)
- Hakanen, J., Knowles, J. D.,
On Using Decision Maker Preferences with ParEGO, in
9th International Conference on Evolutionary Multi-Criterion Optimization, Germany, 2017, Springer International Publishing, 282-297, 2017
Available via SpringerLink.
Published in parallel in JYX (open access)
- Papers in Collections
- Deb K., Sindhya K., Hakanen J., Multi-Objective Optimization,
In: Sengupta R. N., Gupta A., Dutta J. (eds) Decision Sciences - Theory and Practice, CRC Press, 145-184, 2016.
Available via CRCnetBASE
- Miettinen, K., Hakanen, J.,
Why Use Interactive Multi-Objective Optimization in Chemical Process Design?, in
"Multi-Objective Optimization: Techniques and Applications in Chemical Engineering",
Ed. by G. P. Rangaiah, 2. Edition, World Scientific, 157-197, 2017. Published in parallel in JYX (open access)
2016
- Conference papers
- Chugh T., Sindhya K. Hakanen J., Miettinen K., Jin Y.
On constraint handling in surrogate-assisted many-objective optimization.
In 14th International Conference on Parallel Problem Solving from Nature, Edinburgh, UK, 2016, Springer International Publishing, 214-226, 2016. Published
in parallel in JYX (open access)
- Ojalehto, V., Podkopaev, D., & Miettinen, K. Towards Automatic Testing of Reference Point Based Interactive Methods
In 14th International Conference on Parallel Problem Solving from Nature, Edinburgh, UK, 2016, Springer International Publishing, 483-492, 2016. Published
in parallel in JYX (open access)
- Hakanen, J., Chugh, T., Sindhya, K., Jin, Y., Miettinen, K.,
Connections of Reference Vectors and Different Types of Preference Information in Interactive Multiobjective Evolutionary Algorithms, in
" IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) ",
IEEE, 1-8, 2016. Available via IEEE XPlore
- Papers in Collections
- Miettinen, K., Hakanen, J., Podkopaev, D., Interactive Nonlinear Multi-objective Optimization Methods,
In: S. Greco, M. Ehrgott and J. Figueira (eds.):
Multiple Criteria Decision Analysis: State of the Art Surveys (2nd ed.), Springer,
927-976, 2016. Published
in parallel in JYX (open access)
- Special Issue
- Miettinen, K., Hakanen, J., Podkopaev, D., Steponavice, I. (Guest Editors),
Special Issue on Global
Optimization with Multiple Objectives, Journal of Global
Optimization, 64(1), 2016.
Preface available via SpringerLink
- Reports
- Tabatabaei, M., Tan, M.,
Prospect of T-Splines for the ANOVA-MOP Method, Reports of the
Department of Mathematical Information Technology, Series B,
Scientific Computing, No. B 10, University of
Jyväskylä, Jyväskylä, 2016.
2015
- Journal papers
- Filatovas, E., Kurasova, O., Sindhya, K, Synchronous R-NSGA-II: An Extended Preference-Based Evolutionary
Algorithm for Multi-Objective Optimization, INFORMATICA, 26 (1), 33-50, 2015.
Available via INFORMATICA
Abstract
- Ojalehto, V., Podkopaev, D., Miettinen, K., Agent
Assisted Interactive Algorithm for Computationally
Demanding Multiobjective Optimization Problems, Computers and
Chemical Engineering, 77, 105-115, 2015.
Available via ScienceDirect
Abstract
- Tabatabaei, M., Hakanen, J., Hartikainen, M., Miettinen, K.,
Sindhya, K., A Survey on Handling Computationally Expensive
Multiobjective Optimization Problems using
Surrogates: Non-Nature Inspired Methods, Structural and
Multidisciplinary Optimization, 52(1), 1-25, 2015.
Available via SpringerLink. Published
in parallel in JYX
Abstract
- Trivino, M., Juutinen, A., Mazziotta, A.,
Miettinen, K., Podkopaev, D., Reunanen, P.,
Monkkonen, M., Managing a Boreal Forest Landscape for
Providing Timber, Storing and Sequestering Carbon, Ecosystem
Services, 14, 179-189, 2015.
Available via ScienceDirect. Published in parallel in JYX
(open access)
Abstract
- Kangas, A., Hartikainen, M., Miettinen, K.,
Simultaneous Optimization of Harvest Schedule and
Data Quality, Canadian Journal of Forest
Research, 45(8), 1034-1044, 2015.
Abstract.
Published
in parallel in JYX (open access)
- Miettinen, K., Podkopaev, D., Ruiz, F., Luque, M.,
A New Preference Handling Technique for Interactive
Multiobjective Optimization without Trading-off, Journal of
Global Optimization, 63(4), 633-652, 2015.
Available via SpringerLink
Abstract. Published
in parallel in JYX (open access)
- Ruiz, A. B., Sindhya, K., Miettinen, K., Ruiz, F., Luque, M.,
A Decision Support System for
Complex Multiobjective Optimization Problems based on the NAUTILUS
Method, European Journal of Operational
Research, 246, 218-231, 2015.
Abstract. Published in parallel in JYX
(open access)
- Conference Papers
- Ruiz, A.B., Luque, M., Miettinen, K.,Saborido, R., An
Interactive Evolutionary Multiobjective Optimization Method:
Interactive WASF-GA, in
"Evolutionary Multi-Criterion
Optimization: 8th International Conference, EMO 2015, Proceedings,
Part II", Edited by A. Gaspar-Cunha,
C. Antunes, C. Coello, Springer, Berlin, Heidelberg, 249-263, 2015.
Available via SpringerLink.
Published in parallel in JYX (open access)
- Chugh, T., Sindhya, K., Hakanen, J., Miettinen, K., An
Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA)
for Multiobjective Optimization Problems, in
"Evolutionary Multi-Criterion
Optimization: 8th International Conference, EMO 2015, Proceedings,
Part II", Edited by A. Gaspar-Cunha,
C. Antunes, C. Coello, Springer, Berlin, Heidelberg, 277-291, 2015.
- Hartikainen, M., Lovison, A., On Generalizing Lipschitz
Global Methods for Multiobjective Optimization, in
"Evolutionary Multi-Criterion
Optimization: 8th International Conference, EMO 2015, Proceedings,
Part II", Edited by A. Gaspar-Cunha,
C. Antunes, C. Coello, Springer, Berlin, Heidelberg, 264-278, 2015.
- Sindhya K., Hakanen J.,
Interactive Inverse Modeling Based Multiobjective Evolutionary Algorithm, in
Proceedings of the the EUROGEN 2015, International Conference on Evolutionary and Deterministic Methods for Design Optimization and Control with Applications to Industrial and Societal Problems, Springer, to appear.
- Reports
- Chugh, T., Sindhya, K., Hakanen, J., Miettinen, K.,
Handling computationally expensive multiobjective optimization problems with evolutionary algorithms: A survey, Reports of the
Department of Mathematical Information Technology, Series B,
Scientific Computing, No. B 4/2015, University of
Jyväskylä, Jyväskylä, 2015.
- Hartikainen, M., Miettinen, K., Klamroth, K.,
An Interactive Method for Multiobjective
Optimization: Nonconvex Pareto Navigator, Reports of the
Department of Mathematical Information Technology, Series B,
Scientific Computing, No. B 3/2015, University of
Jyväskylä, Jyväskylä, 2015.
2014
- Journal papers
- Sindhya, K., Ojalehto, V., Savolainen, J., Niemistö, H.,
Hakanen, J., Miettinen, K., Coupling Dynamic Simulation
and Interactive Multiobjective
Optimization for Complex Problems:
An APROS-NIMBUS Case Study, Expert Systems with Applications, 41(5),
2546-2558,
2014. Available
via ScienceDirect
- Steponavice, I., Ruuska, S., Miettinen, K.,
A Solution Process for Simulation-based Multiobjective Design
Optimization with an Application in Paper Industry,
Computer-Aided Design, 47, 45-58,
2014. Available
via ScienceDirect
Abstract. Published in parallel in JYX
- Miettinen, K., Survey of Methods to Visualize
Alternatives in Multiple Criteria Decision Making Problems, OR
Spectrum, 36(1), 3-37, 2014. Available
via SpringerLink
Abstract. Published
in parallel in JYX (open access)
- Miettinen, K., Mustajoki, J., Stewart T.J., Interactive
Multiobjective Optimization with NIMBUS for Decision Making under
Uncertainty, OR Spectrum, 36(1), 39-56, 2014.
Available via SpringerLink. Published in parallel in JYX
(open access)
- Kangas, A., Hartikainen, M., Miettinen, K.,
Simultaneous Optimization of
Harvest Schedule and Measurement Strategy,
Scandinavian Journal of Forest Research, Scandinavian Journal of Forest Research, 29(Sup 1),
224-233, 2014. Available
via Taylor & Francis Online. Published
in parallel in JYX (open access)
- Mönkkönen, M., Juutinen, A., Mazziota, A., Miettinen,
K., Podkopaev, D., Reunanen, P., Salminen, H., Tikkanen, O.-P.,
Spatially Dynamic Forest Management to Sustain Biodiversity and
Economic Returns, Journal of Environmental Management, 134, 80-89,
2014. Available
via ScienceDirect
Abstract
- Ojalehto, V., Miettinen, K., Laukkanen, T.,
Implementation Aspects of Interactive Multiobjective Optimization
for Modeling Environments: The Case of GAMS-NIMBUS,
Computational Optimization and Applications, 58(3), 757-779, 2014.
Available via SpringerLink
Abstract. Published
in parallel in JYX (open access)
2013
- Journal papers
- Hakanen, J., Sahlstedt, K., Miettinen, K., Wastewater
Treatment Plant Design and Operation under Multiple
Conflicting Objective Functions, Environmental Modelling and
Software, 46(1), 240-249, 2013. Available via
ScienceDirect
- Tarkkanen, S., Miettinen, K., Hakanen, J., Isomäki, H.,
Incremental User-Interface Development for Interactive Multiobjective Optimization, Expert Systems with Applications,
40, 3220-3232, 2013. Available via ScienceDirect
-
Giri, B.K., Hakanen, J., Miettinen, K., Chakraborti, N., Genetic Programming
through Bi-objective Genetic Algorithms with Study of a Simulated
Moving Bed Process Involving Multiple Objectives, Applied Soft
Computing, 13, 2613-2623, 2013. Available
via ScienceDirect
- Hakanen, J., Sahlstedt, K., Miettinen, K., Wastewater
Treatment Plant Design and Operation under Multiple
Conflicting Objective Functions, Environmental Modelling and
Software, 46(1), 240-249, 2013. Available via
ScienceDirect
-
Sindhya, K., Miettinen, K., Deb, K., A Hybrid Framework for
Evolutionary Multi-Objective Optimization, IEEE Transactions on
Evolutionary Computation, 17(4), 495-511, 2013. Available
via IEEE XPlore
- Papers in Collections
- Fan, N., Mujahid, S., Zhang, J., Georgiev, P.G., Papajorgji, P., Steponavice, I., Neugaard, B., Pardalos, P.M.,
Nurse Scheduling Problem: An Integer Programming Model with a Practical Application,
in "Systems Analysis Tools for Better Health
Care Delivery", Ed. by Pardalos, P.M., Georgiev, P.G., Papajorgji, P., Neugaard, B.,
Springer, 65–98, 2013.
- Conference Papers
- Sindhya, K., Ojalehto, V., Savolainen, J.,
Niemistö, H., Hakanen, J., Miettinen,
K., APROS-NIMBUS: Dynamic Process Simulator and
Interactive
Multiobjective Optimization in Plant Automation, in
"Proceedings of the 23rd European Symposium on Computer
Aided
Process Engineering", Edited by A. Kraslawski, I. Turunen,
Elsevier, Oxford, 871-876, 2013.
- Eyvindson, K., Hartikainen, M., Kurttila, M.,
Towards Constructing a Pareto Front Approximation for use in Interactive Forest Management Planning,
in "Implementation of DSS Tools into the Forestry Practice 2012", Edited by
J. Tucek, R. Smrecek, A. Majlingova, J. Garcia-Gonzalo, Technical University in Zvolen, Zvolen, 83-92, 2013.
2012
- Journal papers
- 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
- Nikulin, Y., Miettinen, K., Mäkelä, M.M.,
A New Achievement Scalarizing Function based on Parametrization in Multiobjective Optimization, OR Spectrum, 34(1), 69-87, 2012. Available via SpringerLink
- Ruuska, S., Miettinen, K., Wiecek, M.M.,
Connections between Single-level and Bilevel Multiobjective Optimization, Journal of Optimization Theory and Applications, 153(1), 60-74, 2012. Available via SpringerLink. Published in parallel in JYX
(open access)
- Ruiz, F., Luque, M., Miettinen, K.,
Improving the Computational Efficiency of a Global Formulation (GLIDE) for Interactive Multiobjective Optimization, Annals of Operations Research, 197(1), 47-70, 2012. Available via SpringerLink
- Hartikainen, M., Miettinen, K., Wiecek, M.M.,
PAINT: Pareto Front Interpolation for Nonlinear Multiobjective Optimization, Computational Optimization and Applications, 52(3), 845-867, 2012. Available via SpringerLink. Published
in parallel in JYX (open access)
- Laukkanen, T., Tveit, T.-M., Ojalehto, V., Miettinen, K., Fogelholm, C.-J.,
Bilevel Heat Exchanger Network Synthesis with an Interactive Multi-Objective Optimization Method, Applied Thermal Engineering, 48(15), 301-316, 2012. Available via ScienceDirect
- Eskelinen, P., Miettinen, K.,
Trade-off Analysis Approach for Interactive Nonlinear Multiobjective Optimization, OR Spectrum, 34(4), 803-816, 2012. Available via SpringerLink
- S. Frank, I. Steponavice, and S. Rebennack,,
Optimal power flow: A bibliographic survey I,, Energy Systems, 3(3), 221-258, 2012. Available via SpringerLink
- S. Frank, I. Steponavice, and S. Rebennack,,
Optimal power flow: A bibliographic survey II,, Energy Systems, 3(3), 259-289, 2012. Available via SpringerLink
- Conference Papers
- Ruuska, S., Miettinen, K., Constructing Evolutionary Algorithms for Bilevel Multiobjective Optimization, in "Proceedings of the 2012 IEEE World Congress on Computational Intelligence", IEEE Press, 374-380, 2012.
- Edited proceedings
- Greco, S., Knowles, J. Miettinen, K., Zitzler, E. (eds), Learning in Multiobjective Optimization, Dagstuhl Seminar 12041, Dagstuhl Reports 2(1), Schloss Dagstuhl, Germany. 2012.
- Reports
- Bokrantz, R., Miettinen, K., Improved Plan Quality in Multicriteria Radiation Therapy Optimization by Projections onto the Pareto Surface, in Technical Report TRITA-MAT-2012-OS4, Department of Mathematics, Royal Institute of Technology, 2012.
2011
- Journal papers
- 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. Published
in parallel in JYX (open access)
- 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. Published
in parallel in JYX (open access)
- 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
- 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. Published in parallel in JYX (open access)
- 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
- Journal papers
- 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. Published in parallel in JYX (open access)
- 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
- Journal papers
- 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
-
Miettinen, K., Eskelinen, P., Luque, M., Ruiz, F.,
On
the Use of Preferential Weights in
Interactive Reference Point Based Methods,
in "Multiobjective
Programming and Goal Programming: Theoretical
Results and Practical Applications", Ed. by V.
Barichard, M. Ehrgott, X. Gandibleux, V. T'kindt,
Springer-Verlag, Berlin, Heidelberg, 211-220, 2009.
- Hakanen, J., Kawajiri, Y., Biegler, L. T., Miettinen, K.,
Interactive Multiobjective
Optimization of Superstructure SMB Processes,
in "Multiobjective
Programming and Goal Programming: Theoretical
Results and Practical Applications", Ed. by V.
Barichard, M. Ehrgott, X. Gandibleux, V. T'kindt,
Springer-Verlag, Berlin, Heidelberg, 221-230, 2009.
- Deb, K., Miettinen, K., Sharma, D.,
A Hybrid Integrated Multi-Objective Optimization Procedure
for Estimating Nadir Point,
in "Evolutionary
Multi-Criterion
Optimization, Proceedings", Ed. by M. Ehrgott, C.M.
Fonseca, X. Gandibleux, J.-K. Hao, M. Sevaux,
Springer-Verlag, Berlin, Heidelberg, 569-583, 2009.
- Sindhya, K., Sinha, A., Deb, K.,
Miettinen, K., Local Search Based Evolutionary
Multi-Objective Optimization Algorithm for Constrained and
Unconstrained Problems in "Proceedings of the 2009 IEEE Congress
on Evolutionary Computation (CEC'09)", IEEE Press, 2919-2926, 2009.
- Edited Books and Proceedings
-
Deb, K., Greco, S., Miettinen, K., Zitzler, E. (eds), Hybrid and Robust Approaches to
Multiobjective Optimization, Dagstuhl Seminar
Proceedings 09041, Internationales Begegnungs- und
Forschungszentrum (IBFI), Schloss Dagstuhl, Germany. 2009.
- 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
- Journal papers
- Yevseyeva, I., Miettinen, K., Räsänen, P.,
Verbal Ordinal Classification with Multicriteria Decision
Aiding, European Journal of Operational
Research, 185(3), 964-983, 2008.
Available
via ScienceDirect
- Klamroth, K., Miettinen, K.,
Integrating Approximation and Interactive Decision Making in
Multicriteria Optimization, Operations Research, 56(1), 222-234, 2008.
Available
online via INFORMS
- Saariluoma, P., Kaario, K., Miettinen, K., Mäkelä, M.M.,
Mental Contents in Interacting with a Multiobjective Optimization
Program, International Journal of Technology and Human
Interaction, 4(3), 43-67, 2008.
- Aittokoski, T., Miettinen, K.,
Cost
Effective Simulation-Based Multiobjective Optimization in
Performance of Internal Combustion Engine, Engineering
Optimization, 40(7), 593-612, 2008.
- Edited Books and Proceedings
-
Branke, J., Deb, K., Miettinen, K., Slowinski, R. (eds.), Multiobjective
Optimization: Interactive and Evolutionary Approaches,
Springer-Verlag, Berlin, Heidelberg, 2008.
- Lahdelma, R., Miettinen, K., Salminen, P.,
Salo, A. (eds.), Proceedings of the 67th Meeting of the
European Working Group "Multiple Criteria Decision Aiding",
Resumes des 67es Journees du Groupe de Travail
Europeen "Aide Multicritere a la Decision",
Reports of the Department of Mathematical Information Technology,
Series A, Collections, No. A 1/2008, University of
Jyväskylä, Jyväskylä, 2008.
- Papers in Collections
-
Miettinen, K. Introduction to Multiobjective
Optimization: Noninteractive Approaches,
in "Multiobjective Optimization:
Interactive and Evolutionary Approaches", Ed. by Branke, J., Deb,
K., Miettinen, K., Slowinski, R.,
Springer-Verlag, Berlin, Heidelberg, 1-26, 2008.
-
Miettinen, K., Ruiz, F., Wierzbicki, A.P. Introduction to Multiobjective
Optimization: Interactive Approaches,
in "Multiobjective Optimization:
Interactive and Evolutionary Approaches", Ed. by Branke, J., Deb,
K., Miettinen, K., Slowinski, R.,
Springer-Verlag, Berlin, Heidelberg, 27-57, 2008.
-
Lotov, A.V., Miettinen, K. Visualizing the
Pareto Frontier,
in "Multiobjective Optimization:
Interactive and Evolutionary Approaches", Ed. by Branke, J., Deb,
K., Miettinen, K., Slowinski, R.,
Springer-Verlag, Berlin, Heidelberg, 213-243, 2008.
-
Miettinen, K., Deb, K., Jahn, J., Ogryczak, W., Shimoyama, K.,
Vetschera, R. Future Challenges,
in "Multiobjective
Optimization: Interactive and Evolutionary Approaches",
Ed. by Branke, J., Deb, K., Miettinen, K., Slowinski, R.,
Springer-Verlag, Berlin, Heidelberg, 435-461, 2008.
- Conference Papers
-
Eskelinen, P., Miettinen, K.,
Trade-off Analysis Tool for Interactive Nonlinear Multiobjective
Optimization, in
" The 20th EURO Mini Conference "Continuous
Optimization and Knowledge-Based Technologies" EurOPT'2008:
Selected Papers",
Ed. by L. Saralauskas, G. W. Weber,
E. K. Zavadskas, 223-228, 2008.
- Sindhya, K., Deb, K., Miettinen, K.,
A Local Search Based Evolutionary Multi-Objective
Optimization Approach for Fast and Accurate Convergence, in
" Parallel Problem Solving from Nature - PPSN X, 10th International
Conference Dortmund, Germany, 2008 Proceedings", Ed. by
G. Rudolph, T. Jansen, S. Lucas, C. Poloni, N. Beume,
Springer-Verlag, Berlin, Heidelberg, 815-824, 2008.
- Aittokoski, T., Miettinen, K., Efficient
Evolutionary Method to Approximate the Pareto Optimal Set in
Multiobjective Optimization, in "Proceedings of the
International Conference on Engineering Optimization EngOpt 2008",
Rio de Janeiro, Brazil, 2008.
- Hakanen, J., Miettinen, K., Sahlstedt, K., Simulation-Based
Interactive Multiobjective Optimization
in Wastewater Treatment, in "Proceedings of the
International Conference on Engineering Optimization EngOpt 2008",
Rio de Janeiro, Brazil, 2008.
2007
- Journal papers
- 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
-
Branke, J., Deb, K., Miettinen, K., Slowinski R. (eds), Practical
Approaches to Multi-Objective Optimization, Dagstuhl Seminar
Proceedings 06501, Internationales Begegnungs- und
Forschungszentrum (IBFI), Schloss Dagstuhl, Germany. 2007.
- 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
- Journal papers
- 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
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