University of Jyväskylä Dept. of Mathematical Information Technology

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University of Jyväskylä Faculty of Information Technology

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University of Jyväskylä Dept. of Mathematical Information Technology Optimointiryhmä Research Group in Industrial Optimization http://www.mit.jyu.fi/optgroup/ University of Jyväskylä Dept. of Mathematical Information Technology Kaisa Miettinen, prof. in industrial optimization kaisa.miettinen@jyu.fi

People Kaisa Miettinen, PhD Tomi Haanpää, MSc Jussi Hakanen, PhD Petri Eskelinen, PhD Timo Aittokoski, PhD Jari Toivanen, PhD (Stanford) Kirsi Majava, PhD (on maternity leave) Tomi Haanpää, MSc Markus Hartikainen, PhLic Suvi Luoma, MSc Vesa Ojalehto, MSc Sauli Ruuska, MSc Karthik Sindhya, MSc Founded in 1998

Primary areas of interest Nonlinear multiobjective optimization Multiple criteria decision making Mathematical programming Global optimization and evolutionary algorithms Hybrid approaches Software development incl. usability Industrial applications

Our Research Solving complex problems – supporting decision making Applications Software Methods Theory Solving complex problems – supporting decision making Computational efficiency Cognitive validity Typically multiple objectives Interactive methods Method development Methods generic, i.e., application independent Many different approaches Mathematical programming with strong theoretical background Evolutionary approaches and other metaheuristics and heuristics Application-specific tailoring also needed Application fields

Some Books Miettinen, K., Nonlinear Multiobjective Optimization, Kluwer Academic Publishers, Boston, 1999. Miettinen, K., Mäkelä, M.M., Neittaanmäki, P. and Periaux, J. (eds), Evolutionary Algorithms in Engineering and Computer Science, John Wiley & Sons, Chichester, 1999. Branke J., Deb, K., Miettinen, K., Slowinski, R. (eds), Multiobjective Optimization: Interactive and Evolutionary Approaches, Springer, 2008.

Some Outcomes http://nimbus.it.jyu.fi/ NIMBUS method + software (2 versions) WWW-NIMBUS; first multiobjective optimization method operating via Internet since 1995 http://nimbus.it.jyu.fi/ IND-NIMBUS for industrial problems Other methods Interactive (e.g. Pareto Navigator, Nautilus) Hybrids 8 PhD theses Books, journal articles, conference articles, working papers/reports

Postprosessing, Implement. Mission Phenomenon/ Application Spread understanding about potential of optimization and multiobjective optimization Modelling + simulation not enough alone! Operations research is a scientific approach to decision making Beauty of computational science and optimization often remains hidden and invisible Meaning of application-independent methods and approaches Get inspiration from real applications to method and theory development as well as software design Foster collaboration between users and researchers Active publishing, see e.g. http://www.mit.jyu.fi/miettine/publ.html New approaches -> new perspectives -> new kinds of solutions Mathematical model Numerical model Vali- dation Computational model Simulation with computers Optimization Postprosessing, Implement.

Funding EU projects e.g. INGENET (1997-2001) Thematic network: 22 European partners (industry & academy) Various projects funded by the Academy of Finland during the years Projects funded by Tekes E.g. in Technology Programs MASI, BioRefine POJo funded by Forest Cluster and Tekes COMAS graduate school and JyU Foundations

Collaboration FiDiPro project at HSE by Kalyanmoy Deb Univ. of Malaga (Spain), Univ. of Erlangen, Univ. of Wuppertal and Univ. of Karlsruhe (Germany), Poznan Univ. of Tech., National Inst. of Telecomm., Warsaw (Poland), ETH Zurich (Switzerland), Univ. of Georgia, Carnegie-Mellon Univ. (USA), Univ. of Catania (Italy) Researcher exchange with Russian and Bulgarian Academies of Sciences Co-operation with Helsinki School of Economics, Univ. of Kuopio, Tampere Univ. of Tech., Helsinki Univ. of Tech., Univ. of Turku, Åbo Akademi Univ., VTT

Networks International Society on Multiple Criteria Decision Making; www.mcdmsociety.org Secretary 1997-2008, President-Elect 2008-2011, President 2011-2015 EUROPT, EURO Working Group on Continuous Optimization, www.iam.metu.edu.tr/EUROPT/ Newsletter Editor 2006-2008, Vice-Chair 2008-2010, Chair 2010-2012 Suomen operaatiotutkimusseura; www.operaatiotutkimus.fi President 2002-2003 Suomen laskennallisten tieteiden seura; www.sulatis.fi Vice-Chair 2007- Member of the Steering Committee of EMO (EvolutionaryMultiobjective Optimization) 2008-

Acknowledgements http://www.mit.jyu.fi/optgroup Projects, collaborators and industrial partners Photos: Markku Könkkölä, http://www.kuvaaja.fi/ Further information: http://www.mit.jyu.fi/miettine http://www.mit.jyu.fi/optgroup