MILICA PETROVIĆ
  Assistant Professor

Tel: +381 11 3302 264
Fax: +381 11 3302274

mmpetrovic@mas.bg.ac.rs

[1]    Vuković, N., Petrović, M., Miljković, Z., A comprehensive experimental evaluation of orthogonal polynomial expanded random vector functional link neural networks for regression, Applied Soft Computing (ISSN 1568-4946), Article in Press (accepted 2 October 2017), Elsevier, (First Online: 12 October 2017; DOI: https://doi.org/10.1016/j.asoc.2017.10.010),
https://www.sciencedirect.com/science/article/pii/S1568494617306154, (Science Citation Index-Web of Science® – IF = 3,541 (2016) → М21; source KoBSON)

[2]    Mitić,M., Vuković,N., Petrović,M., Miljković,Z., Chaotic metaheuristic algorithms for learning and reproduction of robot motion trajectories, Neural Computing and Applications (ISSN 0941-0643), Springer-Verlag London Ltd., United Kingdom, (First Online: 03 December 2016; DOI: 10.1007/s00521-016-2717-6), http://link.springer.com/article/10.1007/s00521-016-2717-6 (Science Citation Index-Web of Science® – IF = 2,505 (2016); source KoBSON)

[3]    Miljković,Z., Petrović,M., Application of modified multi-objective particle swarm optimisation algorithm for flexible process planning problem, International Journal of Computer Integrated Manufacturing (Print ISSN: 0951-192X), Vol.  30 Issue: 2-3, pp. 271-291, Taylor & Francis Group, United Kingdom, 2017. (Online ISSN 1362-3052_Available online: 17 February 2016_First™ Articles; DOI: 10.1080/0951192X.2016.1145804) http://www.tandfonline.com/doi/full/10.1080/0951192X.2016.1145804 (Science Citation Index-Web of Science® – IF = 1,949 (2016); source KoBSON)

[4]    Petrović,M., Vuković,N., Mitić,M., Miljković,Z. Integration of process planning and scheduling using chaotic particle swarm optimization algorithm, Journal Expert Systems with Applications (ISSN 0957-4174), Vol. 64, pp. 569-588, Elsevier, 1 December 2016. (Available online: 4 August 2016; DOI: 10.1016/j.eswa.2016.08.019 http://www.sciencedirect.com/science/article/pii/S0957417416304134 (Science Citation Index-Web of Science® – IF = 3,928 (2016); source KoBSON)

[5]    Petrović,M., Mitić,M., Vuković,N., Miljković,Z., Chaotic particle swarm optimization algorithm for flexible process planning, The International Journal of Advanced Manufacturing Technology (Print ISSN 0268-3768), Vol. 85 Issue: 9, pp. 2535-2555, Springer-Verlag London Ltd., 2016. (Online ISSN 1433-3015_Available online: 19 November 2015_First™ Articles; DOI: 10.1007/s00170-015-7991-4), http://link.springer.com/article/10.1007/s00170-015-7991-4 (Science Citation Index-Web of Science® – IF = 2,209 (2016); source KoBSON)

[6]    Mitić,M., Vuković,N., Petrović,M., Miljković,Z., Chaotic fruit fly optimization algorithm, Knowledge-Based Systems (ISSN 0950-7051), Vol. 89, pp. 446-458, Elsevier BV, Netherlands, November 2015. (Online_first published on August 22, 2015 as DOI: 10.1016/j.knosys.2015.08.010), http://www.sciencedirect.com/science/article/pii/S0950705115003147 (Science Citation Index-Web of Science® – IF = 3,325 (2015); source KoBSON)

[7]    Petrović,M., Miljković,Z., Babić,B., Vuković,N., Čović,N., Towards a Conceptual Design of Intelligent Material Transport Using Artificial Intelligence, Strojarstvo (ISSN 0562-1887), UDK: 62(05)=862=20=30, Vol. 54 No. 3, pp. 205-219,  Published by Croatian Union of Mechanical Engineers and Naval Architects, June 2012. http://hrcak.srce.hr/strojarstvo (Science Citation Index-Web of Science® – IF = 0,222 (2010); source KoBSON)

[8]    Petrović,M., Miljković,Z., Babić,B., Integration of Process Planning, Scheduling, and Mobile Robot Navigation Based on TRIZ and Multi-Agent Methodology, FME Transactions (ISSN 1451-2092), New Series, Vol. 41 No. 2, pp. 120-129, University of Belgrade – Faculty of Mechanical Engineering, June 2013.
http://www.mas.bg.ac.rs/_media/istrazivanje/fme/vol41/2/06_mpetrovic.pdf

[9]   Petrović,M., Miljković,Z., Biologically Inspired Optimization Algorithms for Flexible Process Planning, Scientific paper printed in „Proceedings of 5th International Conference on Advanced Manufacturing Engineering and Technologies – NEWTECH 2017“ by Vidosav Majstorović and Živana Jakovljević (Editors) within Series Title Lecture Notes in Mechanical Engineering (LNME), Published by Springer International Publishing AG 2017  (Series ISSN 2195-4356) and (eBook ISBN 978-3-319-56430-2), 6330 Cham, Switzerland, http://www.springer.com/in/book/9783319564296#otherversion=9783319564302 DOI: 10.1007/978-3-319-56430-2_31, pp. 417-428, June 7-9, 2017.

[10]    Petrović,M., Petronijević,J., Mitić,M., Vuković,N., Miljković,Z., Babić,B., The Ant Lion Optimization Algorithm for Integrated Process Planning and Scheduling, Applied Mechanics and Materials (ISSN 1662-7482), Vol. 834, pp. 187-192 (DOI: 10.4028/www.scientific.net/AMM.834.187), © 2016 Trans Tech Publications, Switzerland, Online 19th April 2016, https://www.scientific.net/AMM.834.187

[11]    Petronijević,J., Petrović,M., Vuković,N., Mitić,M., Babić,B., Miljković,Z., Integrated process planning and scheduling using multi-agent methodology, Applied Mechanics and Materials (ISSN 1662-7482), Vol. 834, pp. 193-198 (DOI:10.4028/www.scientific.net/AMM.834.193), © 2016 Trans Tech Publications, Switzerland, Online 19th April 2016, https://www.scientific.net/AMM.834.193

[12]    Petrović, M., Petronijević,J., Mitić,M., Vuković,N., Plemić, A., Miljković,Z., Babić,B., Тhe ant lion optimization algorithm for flexible process planning, Journal of Production Engineering (ISSN 1821-4932), Vol. 18, No. 2, pp. 65-68, University of Novi Sad – Faculty of Technical Sciences, Novi Sad, Serbia, 2015, and in Proceedings of the 12th International Scientific Conference MMA 2015 - Advanced Production Technologies, pp. 125-128, Novi Sad, Serbia, 25-26 September, 2015, http://www.jpe.ftn.uns.ac.rs/papers/2015/no2/15-Petrovic_JPE_18_No2.pdf

[13]    Petrović,M., Miljković,Z., Babić,B., Artificial intelligence in conceptual design of intelligent manufacturing systems: A state of the art review, TEHNIKA-Mašinstvo (ISSN 0040-2176), Vol.68 br.5, (in Serbian) pp. 873-885, 2013.

[14]    Rusov,M., Petrović,M., Miljković,Z., Design and control of educational mobile robot for material transport in intelligent manufacturing system, Proceedings of the First International Student Scientific Conference “MULTIDISCIPLINARY APPROACH TO CONTEMPORARY RESEARCH”, Central Institute for Conservation, Belgrade, Serbia, 25-26 November, 2017.

[15]    Jokić,A., Petrović,M., Miljković,Z., Implementation of image-based visual servoing for nonholonomic mobile robot control, Proceedings of the First International Student Scientific Conference “MULTIDISCIPLINARY APPROACH TO CONTEMPORARY RESEARCH”, Central Institute for Conservation, Belgrade, Serbia, 25-26 November, 2017.

[16]    Petrović,M., Miljković,Z., Grey Wolf Optimization Algorithm for Single Mobile Robot Scheduling, Proceedings of the 4th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2017), Kladovo, Srbija, 5-8 June, 2017, https://www.etran.rs/common/pages/proceedings/IcETRAN2017/ROI/IcETRAN2017_paper_ROI1_2.pdf

[17]    Petrović,M., Miljković,Z., Single mobile robot scheduling in manufacturing environment, Proceedings of the 6th International Conference on Manufacturing Engineering (ICMEN 2017), accepted, Thessaloniki, Greece, 5-6 October, 2017.

[18]    Petrović,M., Miljković,Z., Biologically Inspired Optimization Algorithms for Flexible Process Planning, Proceedings of 5th International Conference on Advanced Manufacturing Engineering and Technologies – NEWTECH 2017, pp. 417-428, Belgrade, Serbia, 5-9 June, 2017.

[19]    Petronijević,J., Petrović,M., Vuković,N., Mitić,M., Babić,B., Miljković,Z., Multi-agent modeling for integrated process planning and scheduling, Proceedings of the 12th International Scientific Conference MMA 2015 - Advanced Production Technologies, pp. 121-124, Novi Sad, Serbia, 25-26 September, 2015.

[20]    Petrović,M., Mitić,M., Vuković,N., Petronijević,J., Miljković,Z., Babić,B., Modified Chaotic Particle Swarm Optimization Algorithm for Flexible Process Planning, The 8th International Working Conference ”Total Quality Management – Advanced and Intelligent Approaches”, Published in Conference Proceedings (ISBN 978-86-7083-858-1), pp. 221-228, and in International Journal Advanced Quality (ISSN 2217-8538), Vol. 43 No. 3, pp. 25-32, Belgrade, Serbia, 1-5 June, 2015.

[21]    Vuković,N., Mitić,M., Petrović, M., Petronijević,J., Miljković,Z., Experimental Evaluation of Growing and Pruning Hyper Basis Function Neural Networks Trained with Extended Information Filter, Proceedings of the 5th International Conference on Information Society and Technology (ICIST 2015), pp. 89-94, Kopaonik, Serbia, 8-11 March, 2015.

[22]    Mitić,M., Vuković,N., Petrović,M., Petronijević,J., Diryag,A., Miljković,Z., Bioinspired metaheuristic algorithms for global optimization, Proceedings of the 5th International Conference on Information Society and Technology (ICIST 2015), pp. 38-42, Kopaonik, Serbia, 8-11 March, 2015.

[23]    Petrović,M., Miljković,Z., Vuković,N., Petronijević,J., Babić,B., Integration of Process Planning and Scheduling using Modified Particle Swarm Optimization Algorithm, Proceedings of the 5th International Conference on Manufacturing Engineering (ICMEN 2014), pp. 109-118, Thessaloniki, Greece, 1-3 October, 2014.

[24]    Vuković,N., Miljković,Z., Mitić,M., Petrović,M., Mohamed A. Husen, Neural extended Kalman filter for state estimation of Automated Guided Vehicle in manufacturing environment, Proceedings of the 35th International Conference on Production Engineering, pp. 331-335, Kopaonik, Serbia, 25-28 September, 2013.

[25]    Vuković,N., Miljković,Z., Mitić,M., Petrović,M., Learning Motion Trajectories of Differential Drive Mobile Robot Using Gaussian Mixtures and Hidden Markov Model, Proceedings of the Fourth Serbian (29th Yu) Congress on Theoretical and Applied Mechanics, pp. 165-170, Vrnjačka Banja, Serbia, 4-7 June, 2013.

[26]    Petrović,M., Miljković,Z., Babić,B., Optimization of Operation Sequencing in CAPP Using Hybrid Genetic Algorithm and Simulated Annealing Approach, Proceedings of the 11th International Scientific Conference MMA 2012 - Advanced Production Technologies, pp. 285-288, Novi Sad, Serbia, 20-21 September, 2012.

[27]    Petrović,M., Miljković,Z., Babić,B., Vuković,N., Čović,N., Towards a Conceptual Design of an Intelligent Material Transport Based on Machine Learning and Axiomatic Design Theory, Proceedings of the 34th International Conference on Production Engineering, pp. 389-392, Niš, Serbia, 28-30 September, 2011. (Best Presentation Award).

[28]    Bojović,B., Kojić, D., Miljković,Z., Babić,B., Petrović, M., Friction Force Microscopy of Deep Drawing Made Surfaces, Proceedings of the 34th International Conference on Production Engineering, pp. 531-534, Niš, Serbia, 28-30 September, 2011.

[29]    Bojović, B., Petrović, M., Miljković, Z., Babić, B., Matija, L., Lubrication Prediction in Digital Manufacturing, Proceedings of the 6th International Working Conference ”Total Quality Management – Advanced and Intelligent Approaches”, pp. 475-480, Belgrade, Serbia, 6-10 June, 2011.

[30]    Petrović, M., Petronijević, J., Mitić, M., Vuković, N., Miljković, Z., Babić, B., Particle swarm optimization algorithm and chaos theory for integration of process planning and scheduling, In 40th JUPITER Conference, Proceedings - CD (in Serbian), pp. 3.22-3.32, Belgrade, Serbia, 17-18 May, 2016. (Invited paper)

[31]    Petronijević, J., Petrović, M., Vuković, N., Mitić, M., Babić, B., Miljković, Z., Multi-agent and holonic manufacturing systems for process planning and scheduling, In 40th JUPITER Conference, Proceedings - CD (in Serbian), pp. 3.63-3.68, Belgrade, Serbia, 17-18 May, 2016.

[32]    Petrovic, M., Mitic M., Vukovic N., Miljkovic Z., Optimization of flexible process planning based on particle swarm optimization algorithm and chaos theory. In 39th JUPITER Conference, Proceedings - CD (in Serbian), pages 3.122–3.129, Belgrade, Serbia, 28-29 October, 2014.

[33]    Petronijevic, J., Petrovic M., Babic B., Miljkovic Z., Application of multi-agent systems and particle swarm optimization algorithm for flexible process planning, In 39th JUPITER Conference, Proceedings - CD (in Serbian), pp. 3.114-3.121, Belgrade, Serbia, 28-29 October, 2014.

[34]    Babic B., Miljkovic Z., Bugaric U., Bojovic B., Vukovic N., Mitic M., Petrovic M., Application of the ecologically based approaches to implementation of intelligent manufacturing systems for production of sheet metal parts - overview of research results within the project TR-35004. In 38th JUPITER Conference, Proceedings - CD (in Serbian), Introduction paper, pages UR.67–UR.75, Belgrade, Serbia, 15-16 May, 2012.

[35]    Petrović,M., Danilov,I., Lukić,N., Glavonjić,M., Kokotović,B.: Mechanistic Approach to Identification of the Specific Force Coefficients, In 37th JUPITER Conference, Proceedings - CD (in Serbian), pp. 3.93-3.102, Belgrade, Serbia, 10-11 May, 2011.

[36]    Petrović,M., Miljković,Z., Babić,B., Čović,N.: Artificial Neural Networks and Axiomatic Design Theory in Conceptual Design of Intelligent Material Transport, In 37th JUPITER Conference, Proceedings - CD (in Serbian), pp. 3.72-3.79, Belgrade, Serbia, 10-11 May, 2011.

[37]    Petrović,M., Lukić,N., Vuković,N., Miljković,Z.: Mobile Robot for Material Transport in Intelligent Manufacturing System – Education and Development, In 36th JUPITER Conference, Proceedings - CD (in Serbian), pp. 3.85-3.90, Belgrade, Serbia, 11-12 May, 2010.

1)    Petrovic, M., Miljkovic, Z., Vukovic, N., Optimization of flexible process planning by using Ant Lion Optimization algorithm. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, 2016.

2)    Petrovic, M., Petronijevic, J., Mitic, M., Vukovic, N., Miljkovic, Z., Babic, B., Integrated process planning and scheduling based on particle swarm optimization algorithm and chaos theory. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, 2015.

3)    Petronijevic, J., Petrovic, M., Vukovic, N., Mitic, M., Babic, B., Miljkovic, Z., Multi-agent system for dynamic integrated process planning and scheduling. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, 2015.

4)    Petrovic, M., Petronijevic, J., Vukovic, N., Mitic, M., Miljkovic, Z., Babic, B., Integrated process planning and scheduling based on multi-agent systems and artificial intelligence. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, December 2014.

5)    Mitic, M., Vukovic, N., Petrovic, M., Petronijevic, J., Miljkovic, Z., Lazarevic, I., Reproduction of complex mobile robot trajectories based on bio-inspired algorithms. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, December 2014.

6)    Petrovic, M., Miljkovic, Z., Vukovic, N., Babic, B., Petronijevic, J., Optimization of flexible process planning based on hybrid metaheuristic algorithm. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, December 2013.

7)    Vukovic, N., Miljkovic, Z., Mitic, M., Petrovic, M., New algorithm for simultaneous localization and mapping of a mobile robot based on the integration of extended Kalman filter, neural networks and camera information. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, December 2012.

8)    Vukovic, N., Miljkovic, Z., Mitic, M., Babic, B., Petrovic, M., Hybrid algorithm for control and estimation of mobile robot pose based on calibrated camera. Technical report, University of Belgrade - Faculty of Mechanical Engineering, Kraljice Marije 16, 11120 Belgrade, Serbia, December 2011.