Publications

Book Chapters

  • I. Steponavičė, M. Shirazi-Manesh, R.J. Hyndman, K. Smith-Miles and L. Villanova, “On Sampling Methods for Costly Multiobjective Black-box Optimization.” in Advances in Stochastic and Deterministic Global Optimization (P.M. Pardalos, A. Zhigljavsky, J. Zilinskas, eds.), Springer Optimization and Its Applications, Springer, 2016. (to appear soon) (Submitted version)
  • I. Steponavičė, R.J. Hyndman, K. Smith-Miles, and L. Villanova, “Efficient Identification of the Pareto Optimal Set,” in Learning and Intelligent Optimization (P.M. Pardalos, M.G.C. Resende, C. Vogiatzis, J.L. Walteros, eds.), Lecture Notes in Computer Science, Springer, pp. 341 -- 352, 2014. (via SpringerLink)
  • N. Fan, S. Mujahid, J. Zhang, P. Georgiev , P. Papajorgji, I. Steponavičė, B. Neugaard, and P.M. Pardalos, “Nurse Scheduling Problem: An Integer Programming Model with a Practical Application,” in Systems Analysis Tools for Better Health Care Delivery (P.M. Pardalos et al., eds.), Springer, pp.65-98, 2013. (via SpringerLink)
  • I. Radziukynienė, N. Boyko, and P. M. Pardalos, “Model based forecasting,” in Wiley Encyclopedia of Operations Research and Management Science, John Wiley & Sons, Inc., 2010. (via Wiley Online Library)
  • I. Radziukynienė, P. Xanthopoulos, and P. M. Pardalos, “Combining forecasts,” in Wiley Encyclopedia of Operations Research and Management Science, John Wiley & Sons, Inc., 2010. (via Wiley Online Library)
  • I. Radziukynienė and A. Žilinskas, “Approximation of pareto set in multi objective portfolio optimization,” in Advances in Electrical Engineering and Computational Science (S.-I. Ao and L. Gelman, eds.), vol. 39 of Lecture Notes in Electrical Engineering, Springer, pp. 551–562, 2009. (via SpringerLink)
  • V. Radziukynas and I. Radziukynienė, “Optimization methods application to optimal power flow in electric power systems,” in Optimization in the Energy Industry (J. Kallrath, P. M. Pardalos, S. Rebennack, and M. Scheidt, eds.), vol. III, Springer, pp. 409– 436, 2009. (via SpringerLink)

Refereed Journal Articles

  • I. Steponavičė, R.J. Hyndman, K. Smith-Miles, and L. Villanova, “Dynamic Algorithm Selection for Pareto Optimal Set Approximation,” Journal of Global Optimization, 2016. DOI 10.1007/s10898-016-0420-x (via Online First)
  • I. Steponavičė, S. Ruuska, and K. Miettinen, “A Solution Process for Simulation-based Multiobjective Design Optimization with an Application in the Paper Industry,” Computer-Aided Design, vol. 47, pp. 45-58, 2014. (via ScienceDirect)
  • S. Frank, I. Steponavičė, and S. Rebennack, “Optimal power flow: A bibliographic survey I. Formulations and deterministic methods,” Energy Systems , vol. 3, no. 3, pp. 221–258, 2012. (via SpringerLink)
  • S. Frank, I. Steponavičė, and S. Rebennack, “Optimal power flow: A bibliographic survey II. Non-deterministic and hybrid methods,” Energy Systems , vol. 3, no. 3, pp. 259–289, 2012. (via SpringerLink)
  • P. M. Pardalos, I. Steponavičė, and A. Žilinskas, “Pareto set approximation by the method of adjustable weights and successive lexicographic goal programming,” Optimization Letters , vol. 6, no. 4, pp. 665–678, 2012. (via SpringerLink)
  • I. Radziukynienė and A.Žilinskas, “Comparison of several methods for pareto set generation in multi-criteria portfolio optimization,” International Journal of Computing, vol. 7, pp. 22–29, 2008.

Conference Proceedings

  • I. Radziukynienė and A. Žilinskas, “Evolutionary methods for multi-objective portfolio optimization,” in Proceedings of the 2008 International Conference of Financial Engineering (ICFE’08), vol. I, (London, UK), pp. 1155–1159, 2–4 July, 2008. (Link)
  • I. Radziukynienė and A. Žilinskas, “On pareto set generation in multi-criteria portfolio optimization,” in Proceedings of the Fifth International Conference on Neural Networks and Artificial Intelligence, (Minsk, Belarus), May 27–30, 2008. (Link)

Reports

  • I. Steponavičė and K. Miettinen, “Multiobjective Optimization and Model Predictive Control: A Survey,” Reports of the Department of Mathematical Information Technology, Series B, Scientific Computing, No. B 1/2014, University of Jyvaskyla, 2014.

Special Issue

  • K. Miettinen, J. Hakanen, D. Podkopaev, I. Steponavičė (Guest Editors), Special Issue on Global Optimization with Multiple Objectives, Journal of Global Optimization, August 2015. (Preface via SpringerLink)