Basic info: Milena J. Petrović

Education

Bachelor studies

Faculty of Mathematics, University of Belgrade

Postgraduate studies/Master studies

LTH, Department of Numerical Analysis, Lund University, Sweden

PhD studies

2015 Faculty of Sciences and Mathematics, University of Nis

Short professional biography

2015 Assistant Professor

2019 Associate Professor

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Milena J. Petrović

Associate Professor
Department of Mathematics
Mail address: milena.petrovic@pr.ac.rs

References

Journals.

1. Petrović, M.J., Rakočević, V., Valjarević, D. et al, A note on hybridization process applied on transformed double step size model. Numer Algor 85, 449-465 (2020). https://doi.org/10.1007/s11075-019-00821-8

2. Milena J. Petrovic,  An Accelerated Double Step size Model in Unconstrained Optimization, Applied  Mathematics and Computation, pp 309-319, Volume 250,  2015. http://www.sciencedirect.com/science/article/pii/S0096300314014799

3. Milena J. Petrovic, Predrag S. Stanimirovic, Accelerated Double Direction Method For Solving Unconstrained Optimization Problems, Mathematical Problems in Engineering, Volume 2014, Article ID 965104, 8 pages, 2014  http://dx.doi.org/10.1155/2014/965104

4. Predrag S. Stanimirovic, Gradimir V. Milovanovic, Milena J. Petrovic,  Natasa Z. Kontrec, A Transformation of Accelerated Double Step Size Model For Unconstrained Optimization, Mathematical Problems in Engineering, Volume 2015, Article ID 283679, 8 pages, 2015  http://dx.doi.org/10.1155/2015/283679

5. Petrović, M., Rakočević, V., Kontrec, N. et al. Hybridization of accelerated gradient descent method, Numer Algor, Volume 79, Issue 3, pp.769-786 (2017). https://link.springer.com/article/10.1007/s11075-017-0460-4

Conferences.

1. Dragan Zlatkovic, Nebojsa Denic, Milos Ilic and Milena Petrovic, Security and Standardization at E-learning platforms,  ICEST 2019: 54th International Scientific Conference on Information, Communication and Energy Systems and Technologies, Ohrid, Macedonia, June 27-29, 2019 https://icestconf.org/

2. Petkovic D.,Petrović, M. A Truly Third Order Finite Volume Scheme On The Quadrilateral Mesh, Međunarodna  konferencija"Matematičke i informacione tehnologije" - MIT 2009, Kopaonik 27. – 31. avgust.; Budva 31. avgust – 5. septembar 2009., Zbornik radova,pp.293-302,ISBN,978-86-83237-90-6. http://mit.rs/2009/zbornik.pdf#page=10&zoom=auto,-155,709

3. Petrović,M. Local Double Logarithmic Technique, Međunarodna konferencija     "Matematičke i informacione  tehnologije" - MIT 2011, Vrnjačka Banja 27.–31. avgust; Budva 31.avgust–5.septembar 2011., Zbornik radova, pp. 325-329, ISBN 978-86-83237-90-6. http://mit.rs/2011/zbornik-2011.pdf

4. D. Đošić, Č. Stefanović, P. Spalević, N. Stamenković, N. Kontrec, M. Petrović, Second order statistics   of   MRC receiver   over   α-µ multipath   fading   channels,   XLVI International Scientific Conference on Information Communication and Energy Systems and Technologies- ICEST 2013, 26 - 29 June 2013, Ohrid, Proceedings of papers, vol. 2, pp.83-86, ISBN: 978-9989-786-89-1.

5. M. Bandjur, S. Jovkovic, D. Djošić, M. Petrović, P. Spalević, S. Maričić, Second order statistics of MRC receiver over k-µ fading channels, International Scientific Conference Unitech 2013, 22-23 Novembar 2013, Gabrovo.

Other information

Projects

1. Ministry of Science of Republic of Serbia, Grant No. 174025

2. Faculty of Sciences and Mathematics, University of Pristina in Kosovska Mitrovica, No. IM04-17

3. Faculty of Sciences and Mathematics, University of Pristina in Kosovska Mitrovica, No. IS01-17 (team leader)

4. Faculty of Sciences and Mathematics, University of Pristina in Kosovska Mitrovica, No.  IJ-0202 (team leader)

Area of interest

My major future research goals are related to generating new efficient accelerated optimization schemes which could be further applied in solving nonlinear equation systems. By systems of nonlinear equations, many concrete, important processes in various research areas (economics, technical and medical sciences, etc.) can be presented. Solving these problems using the numerical optimization techniques I’m working on certainly gives some novelty in the optimization research area, especially when the gradient accelerated algorithms are considered. The researches are based on the theory of numerical analysis and nonlinear programming.

Languages

English, Swedish, French

Links to relevant profiles Google Schoolar, Researchgate ORCID, SCOPUS

https://scholar.google.com/citations?user=JSjyaegAAAAJ&hl=sr

https://www.researchgate.net/profile/Milena-Petrovic-4

https://orcid.org/0000-0002-5073-143X

https://www.scopus.com/authid/detail.uri?authorId=56134281700

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