Kaisa Miettinen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 71

Top Venues

J. Glob. Optim.

IEEE Trans. Evol. Comput.

EMO

GECCO Companion

Publications

Atanu Mazumdar, Jana Burkotová, Tomas Kratky, Tinkle Chugh, Kaisa Miettinen
Handling simulation failures of a computationally expensive multiobjective optimization problem in pump design. Eng. Appl. Artif. Intell. 136 (2024)
Bekir Afsar, Johanna M. Silvennoinen, Francisco Ruiz, Ana Belen Ruiz, Giovanni Misitano, Kaisa Miettinen
An experimental design for comparing interactive methods based on their desirable properties. Ann. Oper. Res. 338 (2) (2024)
Adhe Kania, Bekir Afsar, Kaisa Miettinen, Juha Sipilä
DESMILS: a decision support approach for multi-item lot sizing using interactive multiobjective optimization. J. Intell. Manuf. 35 (3) (2024)
Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar, Michael Emmerich, Kaisa Miettinen
A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods. IEEE Trans. Evol. Comput. 28 (3) (2024)
Giomara Lárraga, Kaisa Miettinen
Component-based thinking in designing interactive multiobjective evolutionary methods. GECCO Companion (2023)
Bhupinder Singh Saini, Giomara Lárraga, Kaisa Miettinen
Using a Database to Support Interactive Multiobjective Optimization, Visualization, and Analysis. GECCO Companion (2023)
Arnaud Liefooghe, Sébastien Vérel, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen
Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective. EMO (2023)
Bekir Afsar, Johanna M. Silvennoinen, Giovanni Misitano, Francisco Ruiz, Ana Belen Ruiz, Kaisa Miettinen
Designing empirical experiments to compare interactive multiobjective optimization methods. J. Oper. Res. Soc. 74 (11) (2023)
Giomara Lárraga, Bhupinder Singh Saini, Kaisa Miettinen
Incorporating Preference Information Interactively in NSGA-III by the Adaptation of Reference Vectors. EMO (2023)
Bekir Afsar, Johanna M. Silvennoinen, Kaisa Miettinen
A Systematic Way of Structuring Real-World Multiobjective Optimization Problems. EMO (2023)
Atanu Mazumdar, Manuel López-Ibáñez, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems. Evol. Comput. 31 (4) (2023)
Bhupinder Singh Saini, Debalay Chakrabarti, Nirupam Chakraborti, Babooshka Shavazipour, Kaisa Miettinen
Interactive data-driven multiobjective optimization of metallurgical properties of microalloyed steels using the DESDEO framework. Eng. Appl. Artif. Intell. 120 (2023)
Lu Chen, Kaisa Miettinen, Bin Xin, Vesa Ojalehto
Comparing reference point based interactive multiobjective optimization methods without a human decision maker. J. Glob. Optim. 85 (3) (2023)
Alma A. M. Rahat, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen
Efficient Approximation of Expected Hypervolume Improvement using Gauss-Hermite Quadrature. CoRR (2022)
Pouya Aghaei Pour, Sunith Bandaru, Bekir Afsar, Kaisa Miettinen
Desirable properties of performance indicators for assessing interactive evolutionary multiobjective optimization methods. GECCO Companion (2022)
Giomara Lárraga, Kaisa Miettinen
Interactive MOEA/D with multiple types of preference information. GECCO Companion (2022)
Alma A. M. Rahat, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen
Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature. PPSN (1) (2022)
Giovanni Misitano, Bekir Afsar, Giomara Lárraga, Kaisa Miettinen
Towards explainable interactive multiobjective optimization: R-XIMO. Auton. Agents Multi Agent Syst. 36 (2) (2022)
Giomara Lárraga, Kaisa Miettinen
A General Architecture for Generating Interactive Decomposition-Based MOEAs. PPSN (2) (2022)
Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afsar, Babooshka Shavazipour, Kaisa Miettinen
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations. J. Glob. Optim. 83 (4) (2022)
Javad Koushki, Kaisa Miettinen, Majid Soleimani-Damaneh
LR-NIMBUS: an interactive algorithm for uncertain multiobjective optimization with lightly robust efficient solutions. J. Glob. Optim. 83 (4) (2022)
Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization. IEEE Trans. Evol. Comput. 26 (5) (2022)
Karl-Heinz Küfer, Kaisa Miettinen, Stefan Ruzika, Serpil Sayin
Multi-criteria optimization in industry. OR Spectr. 44 (2) (2022)
Atanu Mazumdar, Stefan Otayagich, Kaisa Miettinen
Interactive evolutionary multiobjective optimization with modular physical user interface. GECCO Companion (2022)
Adhe Kania, Juha Sipilä, Giovanni Misitano, Kaisa Miettinen, Jussi Lehtimäki
Integration of lot sizing and safety strategy placement using interactive multiobjective optimization. Comput. Ind. Eng. 173 (2022)
Jussi Hakanen, Sanjin Rados, Giovanni Misitano, Bhupinder Singh Saini, Kaisa Miettinen, Kresimir Matkovic
Interactivized: Visual Interaction for Better Decisions With Interactive Multiobjective Optimization. IEEE Access 10 (2022)
Jonathan E. Fieldsend, Tinkle Chugh, Richard Allmendinger, Kaisa Miettinen
A Visualizable Test Problem Generator for Many-Objective Optimization. IEEE Trans. Evol. Comput. 26 (1) (2022)
Adhe Kania, Juha Sipilä, Bekir Afsar, Kaisa Miettinen
Interactive Multiobjective Optimization in Lot Sizing with Safety Stock and Safety Lead Time. ICCL (2021)
Dmitry Podkopaev, Kaisa Miettinen, Vesa Ojalehto
An Approach to the Automatic Comparison of Reference Point-Based Interactive Methods for Multiobjective Optimization. IEEE Access 9 (2021)
Kaisa Miettinen, Serpil Sayin
Preface of the special issue on global multiobjective optimization. J. Glob. Optim. 80 (1) (2021)
Giovanni Misitano, Bhupinder Singh Saini, Bekir Afsar, Babooshka Shavazipour, Kaisa Miettinen
DESDEO: The Modular and Open Source Framework for Interactive Multiobjective Optimization. IEEE Access 9 (2021)
Bekir Afsar, Kaisa Miettinen, Francisco Ruiz
Assessing the Performance of Interactive Multiobjective Optimization Methods: A Survey. ACM Comput. Surv. 54 (4) (2021)
Babooshka Shavazipour, Jan H. Kwakkel, Kaisa Miettinen
Multi-scenario multi-objective robust optimization under deep uncertainty: A posteriori approach. Environ. Model. Softw. 144 (2021)
Babooshka Shavazipour, Manuel López-Ibáñez, Kaisa Miettinen
Visualizations for decision support in scenario-based multiobjective optimization. Inf. Sci. 578 (2021)
Bekir Afsar, Kaisa Miettinen, Ana Belen Ruiz
An Artificial Decision Maker for Comparing Reference Point Based Interactive Evolutionary Multiobjective Optimization Methods. EMO (2021)
Alberto Lovison, Kaisa Miettinen
On the Extension of the DIRECT Algorithm to Multiple Objectives. J. Glob. Optim. 79 (2) (2021)
Jussi Hakanen, Kaisa Miettinen, Kresimir Matkovic
Task-based visual analytics for interactive multiobjective optimization. J. Oper. Res. Soc. 72 (9) (2021)
Bhupinder Singh Saini, Jussi Hakanen, Kaisa Miettinen
A New Paradigm in Interactive Evolutionary Multiobjective Optimization. PPSN (2) (2020)
Bekir Afsar, Dmitry Podkopaev, Kaisa Miettinen
Data-driven Interactive Multiobjective Optimization: Challenges and a Generic Multi-agent Architecture. KES (2020)
Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
An Interactive Framework for Offline Data-Driven Multiobjective Optimization. BIOMA (2020)
Yaochu Jin, Handing Wang, Tinkle Chugh, Dan Guo, Kaisa Miettinen
Data-Driven Evolutionary Optimization: An Overview and Case Studies. IEEE Trans. Evol. Comput. 23 (3) (2019)
Yue Zhou-Kangas, Kaisa Miettinen
Decision making in multiobjective optimization problems under uncertainty: balancing between robustness and quality. OR Spectr. 41 (2) (2019)
Tinkle Chugh, Tomas Kratky, Kaisa Miettinen, Yaochu Jin, Pekka Makkonen
Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm. GECCO (2019)
Bhupinder Singh Saini, Manuel López-Ibáñez, Kaisa Miettinen
Automatic surrogate modelling technique selection based on features of optimization problems. GECCO (Companion) (2019)
Mohammad Tabatabaei, Markus Hartikainen, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
An interactive surrogate-based method for computationally expensive multiobjective optimisation. J. Oper. Res. Soc. 70 (6) (2019)
Markus Hartikainen, Kaisa Miettinen, Kathrin Klamroth
Interactive Nonconvex Pareto Navigator for multiobjective optimization. Eur. J. Oper. Res. 275 (1) (2019)
Ahsanul Habib, Hemant Kumar Singh, Tinkle Chugh, Tapabrata Ray, Kaisa Miettinen
A Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization. IEEE Trans. Evol. Comput. 23 (6) (2019)
Rubén Saborido, Ana Belen Ruiz, Mariano Luque, Kaisa Miettinen
IRA-EMO: Interactive Method Using Reservation and Aspiration Levels for Evolutionary Multiobjective Optimization. EMO (2019)
Atanu Mazumdar, Tinkle Chugh, Kaisa Miettinen, Manuel López-Ibáñez
On Dealing with Uncertainties from Kriging Models in Offline Data-Driven Evolutionary Multiobjective Optimization. EMO (2019)
Jonathan E. Fieldsend, Tinkle Chugh, Richard Allmendinger, Kaisa Miettinen
A feature rich distance-based many-objective visualisable test problem generator. GECCO (2019)
Kaisa Miettinen, Francisco Ruiz
Preface on the Special Issue Global Optimization with Multiple Criteria: Theory, Methods and Applications. J. Glob. Optim. 75 (1) (2019)
Ana Belen Ruiz, Francisco Ruiz, Kaisa Miettinen, Laura Delgado-Antequera, Vesa Ojalehto
NAUTILUS Navigator: free search interactive multiobjective optimization without trading-off. J. Glob. Optim. 74 (2) (2019)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
A survey on handling computationally expensive multiobjective optimization problems with evolutionary algorithms. Soft Comput. 23 (9) (2019)
Cristóbal Barba-González, Vesa Ojalehto, José García-Nieto, Antonio J. Nebro, Kaisa Miettinen, José Francisco Aldana Montes
Artificial Decision Maker Driven by PSO: An Approach for Testing Reference Point Based Interactive Methods. PPSN (1) (2018)
Yue Zhou-Kangas, Kaisa Miettinen
A Simple Indicator Based Evolutionary Algorithm for Set-Based Minmax Robustness. PPSN (1) (2018)
Mohammad Tabatabaei, Alberto Lovison, Matthias Tan, Markus Hartikainen, Kaisa Miettinen
ANOVA-MOP: ANOVA Decomposition for Multiobjective Optimization. SIAM J. Optim. 28 (4) (2018)
Tinkle Chugh, Richard Allmendinger, Vesa Ojalehto, Kaisa Miettinen
Surrogate-assisted evolutionary biobjective optimization for objectives with non-uniform latencies. GECCO (2018)
Yaochu Jin, Kaisa Miettinen, Hisao Ishibuchi
Guest Editorial Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Tinkle Chugh, Yaochu Jin, Kaisa Miettinen, Jussi Hakanen, Karthik Sindhya
A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Karthik Sindhya, Aino Manninen, Kaisa Miettinen, Jenni Pippuri
Design of a Permanent Magnet Synchronous Generator Using Interactive Multiobjective Optimization. IEEE Trans. Ind. Electron. 64 (12) (2017)
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Yaochu Jin, Tomas Kratky, Pekka Makkonen
Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system. CEC (2017)
Markus Hartikainen, Kyle Eyvindson, Kaisa Miettinen, Annika S. Kangas
Data-Based Forest Management with Uncertainties and Multiple Objectives. MOD (2016)
Kaisa Miettinen, Jussi Hakanen, Dmitry Podkopaev, Ingrida Steponavice
Special issue on global optimization with multiple objectives. J. Glob. Optim. 64 (1) (2016)
Vesa Ojalehto, Dmitry Podkopaev, Kaisa Miettinen
Towards Automatic Testing of Reference Point Based Interactive Methods. PPSN (2016)
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen, Yaochu Jin
On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization. PPSN (2016)
Jussi Hakanen, Tinkle Chugh, Karthik Sindhya, Yaochu Jin, Kaisa Miettinen
Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms. SSCI (2016)
Ana Belen Ruiz, Mariano Luque, Kaisa Miettinen, Rubén Saborido
An Interactive Evolutionary Multiobjective Optimization Method: Interactive WASF-GA. EMO (2) (2015)
Vesa Ojalehto, Dmitry Podkopaev, Kaisa Miettinen
Agent assisted interactive algorithm for computationally demanding multiobjective optimization problems. Comput. Chem. Eng. 77 (2015)
Tinkle Chugh, Karthik Sindhya, Jussi Hakanen, Kaisa Miettinen
An Interactive Simple Indicator-Based Evolutionary Algorithm (I-SIBEA) for Multiobjective Optimization Problems. EMO (1) (2015)
Ana Belen Ruiz, Karthik Sindhya, Kaisa Miettinen, Francisco Ruiz, Mariano Luque
E-NAUTILUS: A decision support system for complex multiobjective optimization problems based on the NAUTILUS method. Eur. J. Oper. Res. 246 (1) (2015)
Kaisa Miettinen, Dmitry Podkopaev, Francisco Ruiz, Mariano Luque
A new preference handling technique for interactive multiobjective optimization without trading-off. J. Glob. Optim. 63 (4) (2015)
Vesa Ojalehto, Kaisa Miettinen, Timo Laukkanen
Implementation aspects of interactive multiobjective optimization for modeling environments: the case of GAMS-NIMBUS. Comput. Optim. Appl. 58 (3) (2014)
Kaisa Miettinen
Survey of methods to visualize alternatives in multiple criteria decision making problems. OR Spectr. 36 (1) (2014)
Karthik Sindhya, Vesa Ojalehto, Jouni Savolainen, Hannu Niemistö, Jussi Hakanen, Kaisa Miettinen
Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study. Expert Syst. Appl. 41 (5) (2014)
Ingrida Steponavice, Sauli Ruuska, Kaisa Miettinen
A solution process for simulation-based multiobjective design optimization with an application in the paper industry. Comput. Aided Des. 47 (2014)
Kaisa Miettinen, Jyri Mustajoki, Theodor J. Stewart
Interactive multiobjective optimization with NIMBUS for decision making under uncertainty. OR Spectr. 36 (1) (2014)
Adil M. Bagirov, Kaisa Miettinen, Gerhard-Wilhelm Weber
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. 60 (1) (2014)
Suvi Tarkkanen, Kaisa Miettinen, Jussi Hakanen, Hannakaisa Isomäki
Incremental user-interface development for interactive multiobjective optimization. Expert Syst. Appl. 40 (8) (2013)
Karthik Sindhya, Kaisa Miettinen, Kalyanmoy Deb
A Hybrid Framework for Evolutionary Multi-Objective Optimization. IEEE Trans. Evol. Comput. 17 (4) (2013)
Brijesh Kumar Giri, Jussi Hakanen, Kaisa Miettinen, Nirupam Chakraborti
Genetic programming through bi-objective genetic algorithms with a study of a simulated moving bed process involving multiple objectives. Appl. Soft Comput. 13 (5) (2013)
Jussi Hakanen, Kristian Sahlstedt, Kaisa Miettinen
Wastewater treatment plant design and operation under multiple conflicting objective functions. Environ. Model. Softw. 46 (2013)
Kaisa Miettinen, Serpil Sayin
Special Issue: 21st International Conference on Multiple Criteria Decision Making; Articles on multiobjective optimization. J. Glob. Optim. 57 (2) (2013)
Salvatore Greco, Joshua D. Knowles, Kaisa Miettinen, Eckart Zitzler
Learning in Multiobjective Optimization (Dagstuhl Seminar 12041). Dagstuhl Reports 2 (1) (2012)
Sauli Ruuska, Kaisa Miettinen
Constructing evolutionary algorithms for bilevel multiobjective optimization. IEEE Congress on Evolutionary Computation (2012)
Markus Hartikainen, Kaisa Miettinen, Margaret M. Wiecek
PAINT: Pareto front interpolation for nonlinear multiobjective optimization. Comput. Optim. Appl. 52 (3) (2012)
Mariano Luque, Kaisa Miettinen, Ana Belen Ruiz, Francisco Ruiz
A two-slope achievement scalarizing function for interactive multiobjective optimization. Comput. Oper. Res. 39 (7) (2012)
Sauli Ruuska, Kaisa Miettinen, Margaret M. Wiecek
Connections Between Single-Level and Bilevel Multiobjective Optimization. J. Optim. Theory Appl. 153 (1) (2012)
Petri Eskelinen, Kaisa Miettinen
Trade-off analysis approach for interactive nonlinear multiobjective optimization. OR Spectr. 34 (4) (2012)
Yury Nikulin, Kaisa Miettinen, Marko M. Mäkelä
A new achievement scalarizing function based on parameterization in multiobjective optimization. OR Spectr. 34 (1) (2012)
Francisco Ruiz, Mariano Luque, Kaisa Miettinen
Improving the computational efficiency in a global formulation (GLIDE) for interactive multiobjective optimization. Ann. Oper. Res. 197 (1) (2012)
Karthik Sindhya, Sauli Ruuska, Tomi Haanpää, Kaisa Miettinen
A new hybrid mutation operator for multiobjective optimization with differential evolution. Soft Comput. 15 (10) (2011)
Mariano Luque, Francisco Ruiz, Kaisa Miettinen
Global formulation for interactive multiobjective optimization. OR Spectr. 33 (1) (2011)
Jussi Hakanen, Kaisa Miettinen, Kristian Sahlstedt
Wastewater treatment: New insight provided by interactive multiobjective optimization. Decis. Support Syst. 51 (2) (2011)
Markus Hartikainen, Kaisa Miettinen, Margaret M. Wiecek
Constructing a Pareto front approximation for decision making. Math. Methods Oper. Res. 73 (2) (2011)
Dmitry Podkopaev, Kaisa Miettinen
Handling Preferences in the "Pre-conflicting" Phase of Decision Making Processes under Multiple Criteria. ADT (2011)
Karthik Sindhya, Ana Belen Ruiz, Kaisa Miettinen
A Preference Based Interactive Evolutionary Algorithm for Multi-objective Optimization: PIE. EMO (2011)
Karthik Sindhya, Kalyanmoy Deb, Kaisa Miettinen
Improving convergence of evolutionary multi-objective optimization with local search: a concurrent-hybrid algorithm. Nat. Comput. 10 (4) (2011)
Timo Aittokoski, Kaisa Miettinen
Efficient evolutionary approach to approximate the Pareto-optimal set in multiobjective optimization, UPS-EMOA. Optim. Methods Softw. 25 (6) (2010)
Kalyanmoy Deb, Kaisa Miettinen, Shamik Chaudhuri
Toward an Estimation of Nadir Objective Vector Using a Hybrid of Evolutionary and Local Search Approaches. IEEE Trans. Evol. Comput. 14 (6) (2010)
Kaisa Miettinen, Petri Eskelinen, Francisco Ruiz, Mariano Luque
NAUTILUS method: An interactive technique in multiobjective optimization based on the nadir point. Eur. J. Oper. Res. 206 (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kaisa Miettinen