Kaisa Miettinen
Orcid: 0000-0003-1013-4689Affiliations:
- University of Jyvaskyla, Finland
According to our database1,
Kaisa Miettinen
authored at least 146 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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Bibliography
2024
A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods.
IEEE Trans. Evol. Comput., June, 2024
DESMILS: a decision support approach for multi-item lot sizing using interactive multiobjective optimization.
J. Intell. Manuf., March, 2024
2023
Designing empirical experiments to compare interactive multiobjective optimization methods.
J. Oper. Res. Soc., November, 2023
Interactive data-driven multiobjective optimization of metallurgical properties of microalloyed steels using the DESDEO framework.
Eng. Appl. Artif. Intell., April, 2023
Comparing reference point based interactive multiobjective optimization methods without a human decision maker.
J. Glob. Optim., March, 2023
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems.
Evol. Comput., 2023
Using a Database to Support Interactive Multiobjective Optimization, Visualization, and Analysis.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Component-based thinking in designing interactive multiobjective evolutionary methods.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Incorporating Preference Information Interactively in NSGA-III by the Adaptation of Reference Vectors.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
2022
Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2022
IEEE Trans. Evol. Comput., 2022
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations.
J. Glob. Optim., 2022
LR-NIMBUS: an interactive algorithm for uncertain multiobjective optimization with lightly robust efficient solutions.
J. Glob. Optim., 2022
Assessing the Performance of Interactive Multiobjective Optimization Methods: A Survey.
ACM Comput. Surv., 2022
Integration of lot sizing and safety strategy placement using interactive multiobjective optimization.
Comput. Ind. Eng., 2022
Interactivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization.
IEEE Access, 2022
Auton. Agents Multi Agent Syst., 2022
Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Desirable properties of performance indicators for assessing interactive evolutionary multiobjective optimization methods.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Interactive evolutionary multiobjective optimization with modular physical user interface.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
2021
J. Oper. Res. Soc., 2021
J. Glob. Optim., 2021
J. Glob. Optim., 2021
Inf. Sci., 2021
Multi-scenario multi-objective robust optimization under deep uncertainty: A posteriori approach.
Environ. Model. Softw., 2021
An Approach to the Automatic Comparison of Reference Point-Based Interactive Methods for Multiobjective Optimization.
IEEE Access, 2021
DESDEO: The Modular and Open Source Framework for Interactive Multiobjective Optimization.
IEEE Access, 2021
Interactive Multiobjective Optimization in Lot Sizing with Safety Stock and Safety Lead Time.
Proceedings of the Computational Logistics - 12th International Conference, 2021
An Artificial Decision Maker for Comparing Reference Point Based Interactive Evolutionary Multiobjective Optimization Methods.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2021
2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Data-driven Interactive Multiobjective Optimization: Challenges and a Generic Multi-agent Architecture.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020
2019
IEEE Trans. Evol. Comput., 2019
A Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2019
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms.
Soft Comput., 2019
Decision making in multiobjective optimization problems under uncertainty: balancing between robustness and quality.
OR Spectr., 2019
An interactive surrogate-based method for computationally expensive multiobjective optimisation.
J. Oper. Res. Soc., 2019
NAUTILUS Navigator: free search interactive multiobjective optimization without trading-off.
J. Glob. Optim., 2019
Preface on the Special Issue Global Optimization with Multiple Criteria: Theory, Methods and Applications.
J. Glob. Optim., 2019
Eur. J. Oper. Res., 2019
Automatic surrogate modelling technique selection based on features of optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
IRA-EMO: Interactive Method Using Reservation and Aspiration Levels for Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
2018
IEEE Trans. Evol. Comput., 2018
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.
IEEE Trans. Evol. Comput., 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Artificial Decision Maker Driven by PSO: An Approach for Testing Reference Point Based Interactive Methods.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Surrogate-assisted evolutionary biobjective optimization for objectives with non-uniform latencies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
2017
Design of a Permanent Magnet Synchronous Generator Using Interactive Multiobjective Optimization.
IEEE Trans. Ind. Electron., 2017
Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Machine Learning, Optimization, and Big Data, 2016
2015
A new preference handling technique for interactive multiobjective optimization without trading-off.
J. Glob. Optim., 2015
E-NAUTILUS: A decision support system for complex multiobjective optimization problems based on the NAUTILUS method.
Eur. J. Oper. Res., 2015
Agent assisted interactive algorithm for computationally demanding multiobjective optimization problems.
Comput. Chem. Eng., 2015
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
2014
Interactive multiobjective optimization with NIMBUS for decision making under uncertainty.
OR Spectr., 2014
Survey of methods to visualize alternatives in multiple criteria decision making problems.
OR Spectr., 2014
Preface of the special issue OR: connecting sciences supported by global optimization related to the 25th European conference on operational research (EURO XXV 2012).
J. Glob. Optim., 2014
Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study.
Expert Syst. Appl., 2014
Implementation aspects of interactive multiobjective optimization for modeling environments: the case of GAMS-NIMBUS.
Comput. Optim. Appl., 2014
A solution process for simulation-based multiobjective design optimization with an application in the paper industry.
Comput. Aided Des., 2014
2013
IEEE Trans. Evol. Comput., 2013
Special Issue: 21st International Conference on Multiple Criteria Decision Making; Articles on multiobjective optimization.
J. Glob. Optim., 2013
Expert Syst. Appl., 2013
Wastewater treatment plant design and operation under multiple conflicting objective functions.
Environ. Model. Softw., 2013
Genetic programming through bi-objective genetic algorithms with a study of a simulated moving bed process involving multiple objectives.
Appl. Soft Comput., 2013
2012
A new achievement scalarizing function based on parameterization in multiobjective optimization.
OR Spectr., 2012
OR Spectr., 2012
J. Optim. Theory Appl., 2012
Dagstuhl Reports, 2012
A two-slope achievement scalarizing function for interactive multiobjective optimization.
Comput. Oper. Res., 2012
Comput. Optim. Appl., 2012
Improving the computational efficiency in a global formulation (GLIDE) for interactive multiobjective optimization.
Ann. Oper. Res., 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
A new hybrid mutation operator for multiobjective optimization with differential evolution.
Soft Comput., 2011
Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm.
Nat. Comput., 2011
Math. Methods Oper. Res., 2011
Wastewater treatment: New insight provided by interactive multiobjective optimization.
Decis. Support Syst., 2011
A Preference Based Interactive Evolutionary Algorithm for Multi-objective Optimization: PIE.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
Handling Preferences in the "Pre-conflicting" Phase of Decision Making Processes under Multiple Criteria.
Proceedings of the Algorithmic Decision Theory - Second International Conference, 2011
2010
Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches.
IEEE Trans. Evol. Comput., 2010
OR Spectr., 2010
Efficient evolutionary approach to approximate the Pareto-optimal set in multiobjective optimization, UPS-EMOA.
Optim. Methods Softw., 2010
NAUTILUS method: An interactive technique in multiobjective optimization based on the nadir point.
Eur. J. Oper. Res., 2010
Comput. Chem. Eng., 2010
2009
Clustering aided approach for decision making in computationally expensive multiobjective optimization.
Optim. Methods Softw., 2009
Eur. J. Oper. Res., 2009
Evol. Comput., 2009
Interactive poster: Interactive multiobjective optimization - a new application area for visual analytics.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009
A Hybrid Integrated Multi-Objective Optimization Procedure for Estimating Nadir Point.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009
09041 Abstracts Collection - Hybrid and Robust Approaches to Multiobjective Optimization.
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Integrating Approximation and Interactive Decision Making in Multicriteria Optimization.
Oper. Res., 2008
Int. J. Technol. Hum. Interact., 2008
Eur. J. Oper. Res., 2008
A Local Search Based Evolutionary Multi-objective Optimization Approach for Fast and Accurate Convergence.
Proceedings of the Parallel Problem Solving from Nature, 2008
Nadir Point Estimation Using Evolutionary Approaches: Better Accuracy and Computational Speed Through Focused Search.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008
Proceedings of the Multiobjective Optimization, 2008
Proceedings of the Multiobjective Optimization, 2008
Proceedings of the Multiobjective Optimization, 2008
2007
Globally convergent limited memory bundle method for large-scale nonsmooth optimization.
Math. Program., 2007
J. Glob. Optim., 2007
2006
Issues related to the computer realization of a multidisciplinary and multiobjective optimization system.
Eng. Comput., 2006
Experiments with classification-based scalarizing functions in interactive multiobjective optimization.
Eur. J. Oper. Res., 2006
Eur. J. Oper. Res., 2006
A.V. Lotov, V.A. Bushenkov and G.K. Kamenev, Interactive Decision Maps: Approximation and Visualization of Pareto Frontier, Kluwer Academic Publishers (2004) ISBN 1-4020-7631-2.
Eur. J. Oper. Res., 2006
Comput. Oper. Res., 2006
Efficient hybrid methods for global continuous optimization based on simulated annealing.
Comput. Oper. Res., 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Practical Approaches to Multi-Objective Optimization, 10.12., 2006
2005
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005
2004
Optim. Methods Softw., 2004
2003
Optim. Methods Softw., 2003
Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms.
J. Glob. Optim., 2003
Human Behavior in a Multi-Criteria Choice Problem with Individual Tasks of Different Difficulties.
Int. J. Inf. Technol. Decis. Mak., 2003
Eur. J. Oper. Res., 2003
2002
Math. Program., 2002
2001
On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization.
Math. Methods Oper. Res., 2001
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001
2000
Comput. Oper. Res., 2000
1999
Comparative evaluation of some interactive reference point-based methods for multi-objective optimisation.
J. Oper. Res. Soc., 1999
Decision-aid for discrete multiple criteria decision making problems with imprecise data.
Eur. J. Oper. Res., 1999
1998
Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization.
Comput. Optim. Appl., 1998
Nonlinear multiobjective optimization.
International series in operations research and management science 12, Kluwer, ISBN: 978-0-7923-8278-2, 1998