Refereed Journal and Proceedings Articles
"If we knew what it was we were doing, it would not be called research, would it?"
- Albert Einstein
Journal Articles
- S. Pulkkinen, M.M. Mäkelä, N. Karmitsa, "Continuation Approach to Mode-Finding of Multivariate Gaussian Mixtures and Kernel Density Estimates", Journal of Global Optimization, conditionally accepted, 2011.
- J. Steward, I.M. Navon, M. Zupanski, N. Karmitsa "Impact of Non-Smooth Observation Operators on Variational and Sequential Data Assimilation for a Limited-Area Shallow Water Equations Model", Quarterly Journal of the Royal Meteorological Society, to appear, 2011.
- N. Karmitsa, M. Tanaka Filho, J. Herskovits, "Globally Convergent Cutting Plane Method for Nonconvex Nonsmooth Minimization" (author version), Journal of Optimization Theory and Applications Vol. 148, No. 3, pp. 528-549, March 2011. The original publication is available online at www.springerlink.com.
- N. Karmitsa, A. Bagirov, M. M. Mäkelä, "Comparing Different Nonsmooth Minimization Methods and Software", Optimization Methods and Software, to appear, 2011. The definitive publication is available online at http://informaworld.com.
- N. Karmitsa, M. M. Mäkelä, "Limited Memory Bundle Method for Large Bound Constrained Nonsmooth Optimization: Convergence Analysis" (author version), Optimization Methods and Software, Vol. 25, No. 6, pp. 895-916, 2010. The original publication is available online at http://informaworld.com.
- N. Karmitsa, M. M. Mäkelä, "Adaptive Limited Memory Bundle Method for Bound Constrained Large-Scale Nonsmooth Optimization" (author version), Optimization: A Journal of Mathematical Programming and Operations Research, Vol. 59, No. 6, pp. 945-962, 2010. The original publication is available online at http://informaworld.com.
- N. Karmitsa, M. M. Mäkelä, M. M. Ali, "Limited Memory Interior Point Bundle Method for Large Inequality Constrained Nonsmooth Minimization" (author version), Applied Mathematics and Computation, Vol. 198, No. 1, pp. 382-400, 2008. The original publication is available online at www.sciencedirect.com.
- N. Haarala, K. Miettinen, M. M. Mäkelä, "Globally Convergent Limited Memory Bundle Method for Large-Scale Nonsmooth Optimization" (author version), Mathematical Programming, Vol. 109, No. 1, pp. 181-205, 2007. The original publication is available online at www.springerlink.com.
- M. Haarala, K. Miettinen, M. M. Mäkelä, "New Limited Memory Bundle Method for Large-Scale Nonsmooth Optimization" (author version), Optimization Methods and Software, Vol. 19, No. 6, pp. 673-692, 2004. The original publication is available online at http://journalsonline.tandf.co.uk.
Proceedings Articles
- K. Majava, N. Haarala, T. Kärkkäinen, "Solving Variational Image Denoising Problems Using Limited Memory Bundle Method", in Recent Progress in Scientific Computing. Proceedings of SCPDE05, Wenbin Liu, Michael Ng and Zhong-Ci Shi (eds.), Science Press, Beijing, pp. 319-332, 2007.
See Also
Note that prior to my marriage, I published under my maiden name of "Marjo Haarala". I have also taken my long term nick name "Napsu" to my first official name. Thus both "M. Haarala" and "N. Haarala" in the references are equal to "N. Karmitsa".
