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

N. Karmitsa, M. M. Mäkelä, "Limited Memory Bundle Method for Large Bound Constrained Nonsmooth Optimization: Convergence Analysis" (author version), Optimization Methods and Software to appear, 2009. 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 to appear, 2009. 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.

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.