Informaatioteknologian tiedekunta

Sindhya Karthik, Tutkijatohtori / Postdoctoral Researcher

Viimeisin muutos tiistai 27. kesäkuuta 2017, 12.37
Teollinen optimointi / Industrial Optimization
Puhelinnumero:
+358 40 805 3303
Huone:
AgC 422.1

Member of Industrial Optimization Group

I am a post doctoral researcher at the Department of Mathematical Information Technology, University of Jyväskylä. In addition, I am also the program manager and lead business development of the Tekes project - FINNOPT.

My research is primarily focused on evolutionary algorithms especially evolutionary multi-objective optimization (EMO) algorithms, handling computationally expensive objective functions that arise in industry and multiple criteria decision making approaches.

Selected publications

  1. Tabatabaei, M., Hakanen, J., Hartikainen, M., Miettinen, K., Sindhya, K., A Survey on Handling Computationally Expensive Multiobjective Optimization Problems using Surrogates: Non-Nature Inspired Methods, Structural and Multidisciplinary Optimization, DOI: 10.1007/s00158-015-1226-z.
  2. Filatovas, E., Kurasova, O., Sindhya, K., Synchronous R-NSGA-II: an extended preference-based evolutionary algorithm for multi-objective optimization, Informatica, to appear.
  3. Chugh, T., Sindhya, K., Hakanen, J., and Miettinen, K., An interactive simple indicator-based evolutionary algorithm (I-SIBEA) for multiobjective optimization problems. In: Proceedings of the 8th International Conference on Evolutionary Multi-Criterion Optimization, Springer-Verlag, Berlin, Heidelberg, 277-291, 2015.
  4. Sindhya, K., Ojalehto, V., Savolainen, J., Niemistö, H., Hakanen, J., Miettinen, K., Coupling Dynamic Simulation and Interactive Multiobjective Optimization for Complex Problems: An APROS-NIMBUS Case Study, Expert Systems with Applications, 41(5), 2546-2558, 2014.
  5. Sindhya, K., Miettinen, K., Deb, K., A Hybrid Framework for Evolutionary Multi-Objective Optimization, IEEE Transactions on Evolutionary Computation, 17(4), 495-511, 2013.
  6. Sindhya, K., Ojalehto, V., Savolainen, J., Niemisto, H., and Miettinen, K. APROS-NIMBUS: Dynamic Process Simulator and Interactive Multiobjective Optimization in Plant Automation. In: Proceedings of the 23rd European Symposium on Computer Aided Process Engineering - ESCAPE 23, Eds. Kraslawski, A., and Turunen, I., 871-876, 2013.
Yhteystietohaku