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)
Get full text
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)
Get full text
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)
Get full text
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)
Get full text
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)
Get full text
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)
Get full text
Conference Proceeding
Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems
Sharma, D., Kumar, A., Deb, K., Sindhya, K.
Published in 2007 IEEE Congress on Evolutionary Computation (01.09.2007)
Published in 2007 IEEE Congress on Evolutionary Computation (01.09.2007)
Get full text
Conference Proceeding