| Author | Title | Supervisor(s) | Evaluators | Opponent | Date of defense |
|---|---|---|---|---|---|
| Giovanni Misitano | Enhancing the Decision-support Capabilities of Interactive Multiobjective Optimization with Explainability | Kaisa Miettinen and Bekir Afsar | Prof. Juergen Branke (University of Warwick, UK) and Prof. Jian-Bo Yang (University of Manchester, UK) | Prof. Serpil Sayin (Koc University, Istanbul, Turkey) | 31.5.2024 |
| Adhe Kania | Addressing Challenges of Real-World Lot Sizing Problems with Interactive Multiobjective Optimization | Kaisa Miettinen and Bekir Afsar | Prof. Martin-Josef Geiger (Helmut-Schmidt University, Germany) and Assoc. Prof. Jafar Rezaei (Delft University of Technology, the Netherlands) | Prof. Amos Ng (University of Skovde, Sweden) | 8.6.2023 |
| Bhupinder Singh Saini | Pioneering Techniques to Tackle Challenges of Interactive Multiobjective Optimization | Kaisa Miettinen and Babooshka Shavazipour | Prof. Hisao Ishibuchi (Southern University of Science and Technology, China) and Prof. Mariano Luque (University of Malaga, Spain) | Prof. Emeritus Jyrki Wallenius (Aalto University, Finland) | 9.9.2022 |
| Pouya Aghaei pour | Preference-based Evolutionary Multiobjective Optimization: Methods, Performance Indicators, and Applications | Kaisa Miettinen, Jussi Hakanen and Michael Emmerich | Prof. Andrzej Jaszkiewicz (Poznan University of Technology, Poland) and Prof. Sanaz Mostaghim (Otto von Guericke University, Germany) | Assoc. Prof. Luis Paquete (University of Coimbra, Portugal) | 2.12.2022 |
| Atanu Mazumdar | Novel Approaches for Offline Data-Driven Evolutionary Multiobjective Optimization | Kaisa Miettinen, Jussi Hakanen and Tinkle Chugh | Prof. Joshua Knowles (Invenia Labs, United Kingdom) and Professor Markus Olhofer (Honda Research Institute Europe, Germany) | Prof. Richard Everson (University of Exeter, United Kingdom) | 9.12.2021 |
| Yue Zhou-Kangas | Interactive Methods for Multiobjective Robust Optimization | Kaisa Miettinen and Karthik Sindhya | Prof. Antonio Gaspar Lopes da Cunha (University of Minho, Portugal) and Prof. Emeritus Theodor Stewart (University of Cape Town, South Africa) | Prof. Margaret Wiecek (Clemson University, USA) | 15.10.2018 |
| Tinkle Chugh | Handling expensive multiobjective optimization problems with evolutionary algorithms | Kaisa Miettinen, Yaochu Jin, Karthik Sindhya and Jussi Hakanen | Prof. Richard Everson (University of Exeter, United Kingdom) and Prof. Kyriakos C. Giannakoglou (National Technical University of Athens, Greece) | Associate Prof. Michael Emmerich (Leiden University, Netherlands) | |
| Mohammad Tabatabaei | On Approaches for Solving Computationally Expensive Multiobjective Optimization Problems | Kaisa Miettinen, Jussi Hakanen, Markus Hartikainen and Karthik Sindhya | Prof. Juergen Branke (University of Warwick, United Kingdom) and Prof. Hirotaka Nakayama (Konan University, Japan) | Prof. Ignacy Kaliszewski (Polish Academy of Sciences, Poland) | |
| Vesa Ojalehto | On Solving Computationally Expensive Multiobjective Optimization Problems with Interactive Methods | Kaisa Miettinen | Prof. Karl-Heinz Kuefer (Franhofer Institute, Kaiserslautern, Germany) and Prof. Francisco Ruiz (University of Malaga, Spain) | Prof. Theodor Stewart (University of Cape Town, South Africa, University of Manchester, UK) | |
| Tomi Haanpää | Approximation Method for Computationally Expensive Multiobjective Optimization Problems | Kaisa Miettinen and Jussi Hakanen | Prof. David Rios Insua (Rey Juan Carlos University, Madrid, Spain) and Prof. Theodor Stewart (University of Cape Town, South Africa) | Prof. Pekka Korhonen (Aalto University School of Business, Helsinki, Finland) | |
| Markus Hartikainen | Approximation through Interpolation in Nonconvex Multiobjective Optimization | Kaisa Miettinen | Prof. Alexander Lotov (Dorodnicyn Computing Centre of Russian Academy of Sciences and Lomonosov Moscow State University, Russia) and Jun.-Prof. Stefan Ruzika (University of Kaiserslautern, Germany) | Prof. Serpil Sayin (Koc University, Istanbul, Turkey) | |
| Karthik Sindhya | Hybrid Evolutionary Multi-Objective Optimization with Enhanced Convergence and Diversity | Kaisa Miettinen and Kalyanmoy Deb (IIT Kanpur, India) | Prof. Carlos Coello Coello (Centre for Research and Advanced Studies of the National Polytechnic Institute, Mexico) and Prof. Hisao Ishibuchi (Osaka Prefecture University, Japan) | Prof. Murat Köksalan (Middle East Technical University, Ankara, Turkey) | |
| Timo Aittokoski | On Challenges of Simulation-Based Global and Multiobjective Optimization | Kaisa Miettinen | Prof. Eckart Zitzler and D.Sc. Jouni Lampinen | Assoc. Prof. Kyriakos Giannakoglou (National Technical University of Athens, Greece) | |
| Anne Setämaa-Kärkkäinen | Network Connection Selection - Solving a New Multiobjective Optimization Problem | Kaisa Miettinen and Jarkko Vuori | Prof. Vincent T'Kindt and Prof. G. "Anand" Anandalingam | Prof. Xavier Gandibleux (University of Nantes, France) | |
| Iryna Yevseyeva | Solving Classification Problems with Multicriteria Decision Aiding Approaches | Kaisa Miettinen and Pekka Salminen | Dr. Eugenia Furems (Russian Academy of Sciences, Moscow, Russia) and Dr. Vincent Mousseau (LAMSADE, France) | Ass. Prof. Luis Dias (University of Coimbra, Portugal) | |
| Jussi Hakanen | On Potential of Interactive Multiobjective Optimization in Chemical Process Design | Kaisa Miettinen and Marko M. Mäkelä | Prof. Hirotaka Nakayama (Konan University, Kobe, Japan) and Prof. E.N. (Stratos) Pistikopoulos (Imperial College, London, UK) | Prof. Margaret Wiecek (Clemson University, USA) | |
| Heikki Maaranen | On Heuristic Hybrid Methods and Structured Point Sets in Global Continuous Optimization | Kaisa Miettinen and Marko M. Mäkelä | Prof. Marek Rudnicki and Dr. Montaz Ali | Prof. Colin Reeves (Coventry University, UK) | |
| Marjo Haarala | Large-Scale Nonsmooth Optimization: Variable Metric Bundle Method with Limited Memory | Kaisa Miettinen and Marko M. Mäkelä | Prof. Manlio Gaudioso and Dr. Ladislav Luksan | Prof. Per Olov Lindberg (Linköping University, Sweden) |
| Author | Title | Supervisor(s) | Referee(s) | Year |
|---|---|---|---|---|
| Sylvia Tulenvuo | Developing a Set of Scales to Assess Interactive Multiobjective Optimisation Methods | Johanna Silvennoinen, Kaisa Miettinen and Tuomo Kujala | Johanna Silvennoinen and Jussi Jokinen | 2024 |
| Matias Nieminen | Navigation Methods in Multiobective Optimization | Kaisa Miettinen and Giovanni Misitano | Babooshka Shavazipour and Giovanni MIsitano | 2024 |
| Samuli Kurikka | Extending the DESDEO Software Framework: Development and Evaluation of a User Interface for the NAUTILUS Method | Kaisa Miettinen and Bhupinder Singh Saini | Bhupinder Singh Saini and Juuso Pajasmaa | 2024 |
| Perttu Valtonen | Developing a User Interface for an Interactive Evolutionary Multiobjective Optimization Method in DESDEO | Kaisa Miettinen, Bhupinder Singh Saini, Juuso Pajasmaa and Giomara Larraga | Babooshka Shavazipour and Giovanni Misitano | 2024 |
| Juuso Pajasmaa | Group Decision Making in Multiobjective Optimization: A Systematic Literature Review | Kaisa Miettinen and Johanna Silvennoinen | Kaisa Miettinen and Babooshka Shavazipour | 2023 |
| Mika Alaoutinen | Developing interactive data visualizations for web UIs | Kaisa Miettinen and Johanna Silvennoinen | Giovanni Misitano and Jussi Hak | 2021 |
| Giovanni Misitano | INFRINGER : a novel interactive multi-objective optimization method able to learn a decision maker’s preferences utilizing machine learning | Kaisa Miettinen and Jussi Hakanen | Kaisa Miettinen and Jussi Hakanen | 2020 |
| Muhammad Azfar Faizan | Multiobjective portfolio optimization including sentiment analysis | Kaisa Miettinen and Markus Hartikainen | Kaisa Miettinen and Jussi Hakanen | 2019 |
| Zerayaeqob Mengesha | Data-driven decision support to reduce "driving-under the influence of alcohol" offenses | Kaisa Miettinen and Markus Hartikainen | Kaisa Miettinen and Jussi Hakanen | 2018 |
| Tommi Kokko | Neural networks for computationally expensive problems | Jussi Hakanen and Karthik Sindhya | Jussi Hakanen and Markus Hartikainen | 2013 |
| Vesa Ojalehto | Näkökulmia monitavoiteoptimoinnin NIMBUS-menetelmän eri toteutuksiin | Kaisa Miettinen | Kaisa Miettinen and Jussi Hakanen | 2008 |
| Paavo Nieminen | Simulointipohjainen monitavoiteoptimointi: tapaus Numerrin ja WWW-NIMBUS | Kaisa Miettinen, Marko M. Mäkelä and Dr. Pasi Tarvainen | Kaisa Miettinen and Dr. Pasi Tarvainen | 2005 |
| Anne Setämaa | Two Combinatorial Optimization Problems: Methods and Software | Kaisa Miettinen | Kaisa Miettinen and Prof. Antti Penttinen | 2002 |
| Antti Askinen | Paperikoneen perälaatikkoon liittyvää monitavoiteoptimointia | Kaisa Miettinen and Marko M. Mäkelä | Kaisa Miettinen and Prof. Antti Penttinen | 2002 |
| Iryna Yevseyeva | Expert System for On-line Assessment of Arithmetic Learning Disabilities | Tommi Kärkkäinen, Kaisa Miettinen, Pekka Räsänen | N/A | 2001 |
| Heikki Maaranen | Tabuhausta ja sirontahausta globaalissa optimoinnissa | Kaisa Miettinen and Marko M. Mäkelä | Kaisa Miettinen and Marko M. Mäkelä | 2000 |
| Author | Title | Supervisor(s) | Referee(s) | Year |
|---|---|---|---|---|
| Antti Tanskanen | On Optimization in Reserve Selection | Kaisa Miettinen | Dr. Mikko Kurttila and Prof. Risto Lahdelma | 2006 |
| Timo Aittokoski | On Optimization of Simulation Based Design | Kaisa Miettinen | Prof. Jouni Lampinen and Prof. Henrik Saxen | 2006 |
| Jussi Hakanen | Challenges of Process Integration to Interactive Multiobjective Optimization | Kaisa Miettinen and Marko M. Mäkelä | Dr. Petri Kere and Dr. Juha Aaltola | 2004 |
| Marjo Haarala | Bundle Methods for Large-Scale Nonsmooth Optimization | Kaisa Miettinen and Marko M. Mäkelä | Prof. Yu. Evtushenko and Prof. Göran Högnäs | 2003 |
| Elina Madetoja | On Interactive Multiobjective Optimization Related to Paper Quality | Kaisa Miettinen, Marko M. Mäkelä and Dr. Pasi Tarvainen | Prof. Kauko Leiviskä and Dr. Marco Farina | 2003 |
| Heikki Maaranen | On Global Continuous Optimization with Aspects to Method Comparison and Hybridization | Kaisa Miettinen and Marko M. Mäkelä | Prof. Alexander V. Lotov and Lecturer Sirkku Parviainen | 2002 |
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