Doctoral theses
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2023
Adhe Kania
Addressing Challenges of Real-World Lot Sizing Problems with Interactive Multiobjective Optimization,
Supervised by Kaisa Miettinen and Bekir Afsar
Evaluators Prof. Martin-Josef Geiger (Helmut-Schmidt University, Germany) and Assoc. Prof. Jafar Rezaei (Delft University of Technology, the Netherlands), Opponent Prof. Amos Ng (University of Skovde, Sweden) - defense on June 8, 2023 -
2022
Pouya Aghaei pour
Preference-based Evolutionary Multiobjective Optimization: Methods, Performance Indicators, and Applications,
Supervised by Kaisa Miettinen, Jussi Hakanen and Michael Emmerich
Evaluators Prof. Andrzej Jaszkiewicz (Poznan University of Technology, Poland) and Prof. Sanaz Mostaghim (Otto von Guericke University, Germany), Opponent Assoc. Prof. Luis Paquete (University of Coimbra, Portugal) - defense on December 2, 2022
Bhupinder Singh Saini -
2021
Atanu Mazumdar
Novel Approaches for Offline Data-Driven Evolutionary Multiobjective Optimization,
Supervised by Kaisa Miettinen, Jussi Hakanen and Tinkle Chugh
Evaluators Prof. Joshua Knowles (Invenia Labs, United Kingdom) and Professor Markus Olhofer (Honda Research Institute Europe, Germany), Opponent Prof. Richard Everson (University of Exeter, United Kingdom) - defense on December 9, 2021 -
2018
Yue Zhou-Kangas
Interactive Methods for Multiobjective Robust Optimization,
Supervised by Kaisa Miettinen and Karthik Sindhya
Evaluators Prof. Antonio Gaspar Lopes da Cunha (University of Minho, Portugal) and Prof. Emeritus Theodor Stewart (University of Cape Town, South Africa), Opponent Prof. Margaret Wiecek (Clemson University, USA) - defense on October 15, 2018 -
2017
Tinkle Chugh
Handling expensive multiobjective optimization problems with evolutionary algorithms,
Supervised by Kaisa Miettinen, Yaochu Jin, Karthik Sindhya and Jussi Hakanen
Evaluators Prof. Richard Everson (University of Exeter, United Kingdom) and Prof. Kyriakos C. Giannakoglou (National Technical University of Athens, Greece), Opponent Associate Prof. Michael Emmerich (Leiden University, Netherlands) -
2016
Mohammad Tabatabaei
On Approaches for Solving Computationally Expensive Multiobjective Optimization Problems,
Supervised by Kaisa Miettinen, Jussi Hakanen, Markus Hartikainen and Karthik Sindhya
Evaluators Prof. Juergen Branke (University of Warwick, United Kingdom) and Prof. Hirotaka Nakayama (Konan University, Japan), Opponent Prof. Ignacy Kaliszewski (Polish Academy of Sciences, Poland) -
2014
Vesa Ojalehto
On Solving Computationally Expensive Multiobjective Optimization Problems with Interactive Methods,
Supervised by Kaisa Miettinen
Evaluators Prof. Karl-Heinz Kuefer (Franhofer Institute, Kaiserslautern, Germany) and Prof. Francisco Ruiz (University of Malaga, Spain), Opponent Prof. Theodor Stewart (University of Cape Town, South Africa, University of Manchester, UK) -
2012
Tomi Haanpää
Approximation Method for Computationally Expensive Multiobjective Optimization Problems,
Supervised by Kaisa Miettinen and Jussi Hakanen
Evaluators Prof. David Rios Insua (Rey Juan Carlos University, Madrid, Spain) and Prof. Theodor Stewart (University of Cape Town, South Africa), Opponent Prof. Pekka Korhonen (Aalto University School of Business, Helsinki, Finland) -
2011
Karthik Sindhya
Hybrid Evolutionary Multi-Objective Optimization with Enhanced Convergence and Diversity,
Supervised by Kaisa Miettinen and Kalyanmoy Deb (IIT Kanpur, India)
Evaluators Prof. Carlos Coello Coello (Centre for Research and Advanced Studies of the National Polytechnic Institute, Mexico) and Prof. Hisao Ishibuchi (Osaka Prefecture University, Japan), Opponent Prof. Murat Köksalan (Middle East Technical University, Ankara, Turkey)
Markus Hartikainen -
2009
Timo Aittokoski
On Challenges of Simulation-Based Global and Multiobjective Optimization,
Supervised by Kaisa Miettinen
Evaluators Prof. Eckart Zitzler and D.Sc. Jouni Lampinen, Opponent Assoc. Prof. Kyriakos Giannakoglou (National Technical University of Athens, Greece) -
2008
Anne Setämaa-Kärkkäinen
Network Connection Selection - Solving a New Multiobjective Optimization Problem
Supervised by Kaisa Miettinen and Jarkko Vuori
Evaluators Prof. Vincent T'Kindt and Prof. G. "Anand" Anandalingam, Opponent Prof. Xavier Gandibleux (University of Nantes, France) -
2007
Iryna Yevseyeva
Solving Classification Problems with Multicriteria Decision Aiding Approaches
Supervised by Kaisa Miettinen and Pekka Salminen
Evaluators Dr. Eugenia Furems (Russian Academy of Sciences, Moscow, Russia) and Dr. Vincent Mousseau (LAMSADE, France), Opponent Ass. Prof. Luis Dias (University of Coimbra, Portugal) -
2006
Jussi Hakanen
On Potential of Interactive Multiobjective Optimization in Chemical Process Design
Supervised by Kaisa Miettinen and Marko M. Mäkelä
Evaluators Prof. Hirotaka Nakayama (Konan University, Kobe, Japan) and Prof. E.N. (Stratos) Pistikopoulos (Imperial College, London, UK), Opponent Prof. Margaret Wiecek (Clemson University, USA) -
2004
Marjo Haarala
Large-Scale Nonsmooth Optimization: Variable Metric Bundle Method with Limited Memory
Supervised by Kaisa Miettinen and Marko M. Mäkelä
Evaluators Prof. Manlio Gaudioso and Dr. Ladislav Luksan, Opponent Prof. Per Olov Lindberg (Linköping University, Sweden)Heikki Maaranen
On Heuristic Hybrid Methods and Structured Point Sets in Global Continuous Optimization
Supervised by Kaisa Miettinen and Marko M. Mäkelä
Evaluators Prof. Marek Rudnicki and Dr. Montaz Ali, Opponent Prof. Colin Reeves (Coventry University, UK)
Pioneering Techniques to Tackle Challenges of Interactive Multiobjective Optimization,
Supervised by Kaisa Miettinen and Babooshka Shavazipour
Evaluators Prof. Hisao Ishibuchi (Southern University of Science and Technology, China) and Prof. Mariano Luque (University of Malaga, Spain), Opponent Prof. Emeritus Jyrki Wallenius (Aalto University, Finland) - defense on September 9, 2022
Approximation through Interpolation in Nonconvex Multiobjective Optimization,
Supervised by Kaisa Miettinen
Evaluators 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), Opponent Prof. Serpil Sayin (Koc University, Istanbul, Turkey)