A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization
Chugh, Tinkle, Jin, Yaochu, Miettinen, Kaisa, Hakanen, Jussi, Sindhya, Karthik
Published in IEEE transactions on evolutionary computation (01.02.2018)
Published in IEEE transactions on evolutionary computation (01.02.2018)
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Journal Article
A Hybrid Framework for Evolutionary Multi-Objective Optimization
Sindhya, Karthik, Miettinen, Kaisa, Deb, Kalyanmoy
Published in IEEE transactions on evolutionary computation (01.08.2013)
Published in IEEE transactions on evolutionary computation (01.08.2013)
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Journal Article
A survey on handling computationally expensive multiobjective optimization problems using surrogates: non-nature inspired methods
Tabatabaei, Mohammad, Hakanen, Jussi, Hartikainen, Markus, Miettinen, Kaisa, Sindhya, Karthik
Published in Structural and multidisciplinary optimization (01.07.2015)
Published in Structural and multidisciplinary optimization (01.07.2015)
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Journal Article
Potential of interactive multiobjective optimization in supporting the design of a groundwater biodenitrification process
Saccani, Giulia, Hakanen, Jussi, Sindhya, Karthik, Ojalehto, Vesa, Hartikainen, Markus, Antonelli, Manuela, Miettinen, Kaisa
Published in Journal of environmental management (15.01.2020)
Published in Journal of environmental management (15.01.2020)
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Journal Article
Editorial
Brockhoff, Dimo, Knowles, Joshua, Naujoks, Boris, Sindhya, Karthik
Published in Computers & operations research (01.03.2017)
Published in Computers & operations research (01.03.2017)
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Journal Article
Editorial
Brockhoff, Dimo, Knowles, Joshua, Naujoks, Boris, Sindhya, Karthik
Published in Computers & operations research (01.03.2017)
Published in Computers & operations research (01.03.2017)
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Journal Article
Coupling dynamic simulation and interactive multiobjective optimization for complex problems: An APROS-NIMBUS case study
Sindhya, Karthik, Ojalehto, Vesa, Savolainen, Jouni, Niemistö, Hannu, Hakanen, Jussi, Miettinen, Kaisa
Published in Expert systems with applications (01.04.2014)
Published in Expert systems with applications (01.04.2014)
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Journal Article
A new hybrid mutation operator for multiobjective optimization with differential evolution
Sindhya, Karthik, Ruuska, Sauli, Haanpää, Tomi, Miettinen, Kaisa
Published in Soft computing (Berlin, Germany) (01.10.2011)
Published in Soft computing (Berlin, Germany) (01.10.2011)
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Journal Article
Solving multiobjective optimization problems with decision uncertainty: an interactive approach
Zhou-Kangas, Yue, Miettinen, Kaisa, Sindhya, Karthik
Published in Zeitschrift für Betriebswirtschaft (01.02.2019)
Published in Zeitschrift für Betriebswirtschaft (01.02.2019)
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Journal Article
Local search based evolutionary multi-objective optimization algorithm for constrained and unconstrained problems
Sindhya, K., Sinha, A., Deb, K., Miettinen, K.
Published in 2009 IEEE Congress on Evolutionary Computation (01.05.2009)
Published in 2009 IEEE Congress on Evolutionary Computation (01.05.2009)
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