Kaisa Miettinen

According to our database1, Kaisa Miettinen authored at least 107 papers between 1998 and 2019.

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Bibliography

2019
Data-Driven Evolutionary Optimization: An Overview and Case Studies.
IEEE Trans. Evolutionary Computation, 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 Spectrum, 2019

An interactive surrogate-based method for computationally expensive multiobjective optimisation.
JORS, 2019

NAUTILUS Navigator: free search interactive multiobjective optimization without trading-off.
J. Global Optimization, 2019

Preface on the Special Issue Global Optimization with Multiple Criteria: Theory, Methods and Applications.
J. Global Optimization, 2019

Interactive Nonconvex Pareto Navigator for multiobjective optimization.
European Journal of Operational Research, 2019

Automatic surrogate modelling technique selection based on features of optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A feature rich distance-based many-objective visualisable test problem generator.
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
Guest Editorial Evolutionary Many-Objective Optimization.
IEEE Trans. Evolutionary Computation, 2018

A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.
IEEE Trans. Evolutionary Computation, 2018

ANOVA-MOP: ANOVA Decomposition for Multiobjective Optimization.
SIAM Journal on Optimization, 2018

A Simple Indicator Based Evolutionary Algorithm for Set-Based Minmax Robustness.
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. Industrial Electronics, 2017

Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Special issue on global optimization with multiple objectives.
J. Global Optimization, 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

Towards Automatic Testing of Reference Point Based Interactive Methods.
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

Data-Based Forest Management with Uncertainties and Multiple Objectives.
Proceedings of the Machine Learning, Optimization, and Big Data, 2016

2015
A new preference handling technique for interactive multiobjective optimization without trading-off.
J. Global Optimization, 2015

E-NAUTILUS: A decision support system for complex multiobjective optimization problems based on the NAUTILUS method.
European Journal of Operational Research, 2015

Agent assisted interactive algorithm for computationally demanding multiobjective optimization problems.
Computers & Chemical Engineering, 2015

An Interactive Evolutionary Multiobjective Optimization Method: Interactive WASF-GA.
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 Spectrum, 2014

Survey of methods to visualize alternatives in multiple criteria decision making problems.
OR Spectrum, 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. Global Optimization, 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.
Comp. Opt. and Appl., 2014

A solution process for simulation-based multiobjective design optimization with an application in the paper industry.
Computer-Aided Design, 2014

2013
A Hybrid Framework for Evolutionary Multi-Objective Optimization.
IEEE Trans. Evolutionary Computation, 2013

Special Issue: 21st International Conference on Multiple Criteria Decision Making; Articles on multiobjective optimization.
J. Global Optimization, 2013

Incremental user-interface development for interactive multiobjective optimization.
Expert Syst. Appl., 2013

Wastewater treatment plant design and operation under multiple conflicting objective functions.
Environmental Modelling and Software, 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 Spectrum, 2012

Trade-off analysis approach for interactive nonlinear multiobjective optimization.
OR Spectrum, 2012

Connections Between Single-Level and Bilevel Multiobjective Optimization.
J. Optimization Theory and Applications, 2012

Learning in Multiobjective Optimization (Dagstuhl Seminar 12041).
Dagstuhl Reports, 2012

A two-slope achievement scalarizing function for interactive multiobjective optimization.
Computers & OR, 2012

PAINT: Pareto front interpolation for nonlinear multiobjective optimization.
Comp. Opt. and Appl., 2012

Improving the computational efficiency in a global formulation (GLIDE) for interactive multiobjective optimization.
Annals OR, 2012

Constructing evolutionary algorithms for bilevel multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
A new hybrid mutation operator for multiobjective optimization with differential evolution.
Soft Comput., 2011

Global formulation for interactive multiobjective optimization.
OR Spectrum, 2011

Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm.
Natural Computing, 2011

Constructing a Pareto front approximation for decision making.
Math. Meth. of OR, 2011

Wastewater treatment: New insight provided by interactive multiobjective optimization.
Decision Support Systems, 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. Evolutionary Computation, 2010

Pareto navigator for interactive nonlinear multiobjective optimization.
OR Spectrum, 2010

Efficient evolutionary approach to approximate the Pareto-optimal set in multiobjective optimization, UPS-EMOA.
Optimization Methods and Software, 2010

NAUTILUS method: An interactive technique in multiobjective optimization based on the nadir point.
European Journal of Operational Research, 2010

An interactive multi-objective approach to heat exchanger network synthesis.
Computers & Chemical Engineering, 2010

2009
Clustering aided approach for decision making in computationally expensive multiobjective optimization.
Optimization Methods and Software, 2009

Using box indices in supporting comparison in multiobjective optimization.
European Journal of Operational Research, 2009

A Preference-Based Evolutionary Algorithm for Multi-Objective Optimization.
Evolutionary Computation, 2009

Interactive poster: Interactive multiobjective optimization - a new application area for visual analytics.
Proceedings of the 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

09041 Working Group 4: MCDM and RIMO.
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009

09041 Summary - Hybrid and Robust Approaches to Multiobjective Optimization.
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.
Operations Research, 2008

Mental Contents in Interacting with a Multiobjective Optimization Program.
IJTHI, 2008

Verbal ordinal classification with multicriteria decision aiding.
European Journal of Operational Research, 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

Introduction to Multiobjective Optimization: Interactive Approaches.
Proceedings of the Multiobjective Optimization, 2008

Future Challenges.
Proceedings of the Multiobjective Optimization, 2008

Introduction to Multiobjective Optimization: Noninteractive Approaches.
Proceedings of the Multiobjective Optimization, 2008

Visualizing the Pareto Frontier.
Proceedings of the Multiobjective Optimization, 2008

2007
Heuristic for a new multiobjective scheduling problem.
Optimization Letters, 2007

Globally convergent limited memory bundle method for large-scale nonsmooth optimization.
Math. Program., 2007

On initial populations of a genetic algorithm for continuous optimization problems.
J. Global Optimization, 2007

2006
Issues related to the computer realization of a multidisciplinary and multiobjective optimization system.
Eng. Comput. (Lond.), 2006

Experiments with classification-based scalarizing functions in interactive multiobjective optimization.
European Journal of Operational Research, 2006

Synchronous approach in interactive multiobjective optimization.
European Journal of Operational Research, 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.
European Journal of Operational Research, 2006

Best compromise solution for a new multiobjective scheduling problem.
Computers & OR, 2006

Efficient hybrid methods for global continuous optimization based on simulated annealing.
Computers & OR, 2006

Towards estimating nadir objective vector using evolutionary approaches.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

06501 Abstracts Collection - Practical Approaches to Multi-Objective Optimization.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 10.12., 2006

2005
Reference point approach for multiple decision makers.
European Journal of Operational Research, 2005

04461 Abstracts Collection - Practical Approaches to Multi-Objective Optimization.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

04461 Summary - Practical Approaches to Multi-Criterion Optimization.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

2004
New limited memory bundle method for large-scale nonsmooth optimization.
Optimization Methods and Software, 2004

2003
Integration of Two Multiobjective Optimization Methods for Nonlinear Problems.
Optimization Methods and Software, 2003

Characterizing generalized trade-off directions.
Math. Meth. of OR, 2003

Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms.
J. Global Optimization, 2003

Human Behavior in a Multi-Criteria Choice Problem with Individual Tasks of Different Difficulties.
International Journal of Information Technology and Decision Making, 2003

Ordinal criteria in stochastic multicriteria acceptability analysis (SMAA).
European Journal of Operational Research, 2003

2002
On scalarizing functions in multiobjective optimization.
OR Spectrum, 2002

On generalized trade-off directions in nonconvex multiobjective optimization.
Math. Program., 2002

2001
On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization.
Math. Meth. of OR, 2001

Some Methods for Nonlinear Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

2000
Interactive multiobjective optimization system WWW-NIMBUS on the Internet.
Computers & OR, 2000

1999
Decision-aid for discrete multiple criteria decision making problems with imprecise data.
European Journal of Operational Research, 1999

1998
Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization.
Comp. Opt. and Appl., 1998

Nonlinear multiobjective optimization.
International series in operations research and management science 12, Kluwer, ISBN: 978-0-7923-8278-2, 1998


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