Publications

International Journals (WOS and SCOPUS):

  • Kovačević, M., Madić, M., Radovanović, M., Rančić, D., Software prototype for solving multi-objective machining optimization problems: Application in non-conventional machining processes, Expert Systems with Applications, Vol. 41, No. 13, pp. 5657-5668, 2014.
  • Kovačević, M., Madić, M., Radovanović, M., Software prototype for validation of machining optimization solutions obtained with meta-heuristic algorithms, Expert Systems with Applications, Vol. 40, No. 17, pp. 6985-6996, 2013.
  • Madić, M., Radovanović, M., Comparative modeling of CO2 laser cutting using multiple regression analysis and artificial neural network, International Journal of the Physical Sciences, Vol. 7, No. 16, pp. 2422-2430, 2012.
  • Madić, M., Marinković, V., Radovanović, M., Mathematical modeling and optimization of surface roughness in turning of polyamide based on artificial neural network, Mechanika, Vol. 18, No. 5, pp. 574-581, 2012.
  • Madić, M., Ćojbašić, Ž., Radovanović, M., Comparison of fuzzy logic, regression and ANN laser kerf width models, UPB Scientific Bulletin, Series D: Mechanical Engineering, Vol. 78, No. 1, pp. 197-212, 2016.
  • Madić, M., Radovanović, M., Ćojbašić, Ž., Nedić, B., Gostimirović, M., Fuzzy logic approach for the prediction of dross formation in CO2 laser cutting of mild steel, Journal of Engineering Science and Technology Review, Vol. 8, No. 3, pp. 143-150, 2015.
  • Madić, M., Radovanović, M., Petković, D., Non-conventional machining processes selection using multi-objective optimization on the basis of ratio analysis method, Journal of Engineering Science and Technology, Vol. 10, No. 11, pp. 1441-1452, 2015.
  • Madić, M., Radovanović, M., Petković, D., Nedić, B., Multi-criteria assessment of process performance characteristics in CO2 laser cutting of mild steel, Academic Journal of Manufacturing Engineering, Vol. 13, No. 2, pp. 6-11, 2015.
  • Petković, D., Madić, M., Radenković, G., Selection of the most suitable non-conventional machining processes for ceramics machining by using MCDMs, Science of Sintering, Vol. 47, No. 2, pp. 229-235, 2015.
  • Madić, M., Radovanović, Nedić, B., Marušić, V., Multi-objective optimization of cut quality characteristic in CO2 laser cutting stainless steel, Technical Gazette, Vol. 22, No. 4, pp. 885-892, 2015.
  • Madić, M., Radovanović, M., Petković, D., Nedić, B., Multi-criteria analysis of laser cut surface characteristics in CO2 laser cutting of stainless steel, Tribology in Industry, Vol. 37, No. 2, pp. 236-243, 2015.
  • Moghri, M., Shamaee, H., Tavana, R., Madić, M., Shukla, D.K., Detailed study on fusion characteristics of rigid poly (vinyl chloride) nanocomposites: The comparison of using multiple regression analysis and artificial neural network, Journal of Vinyl and Additive Technology, Vol. 21, No. 2, pp. 147-155, 2015.
  • Madić, M., Petković, D., Radovanović, M., Selection of non-conventional machining processes using the OCRA method, Serbian Journal of Management, Vol. 10, No. 1, pp. 61-73, 2015.
  • Madić, M., Radovanović, M., Trajanović, M., Manić, M., Multi-objective optimisation of laser cutting using cuckoo search algorithm, Journal of Engineering Science and Technology, Vol. 10, No. 3, pp. 353-363, 2015.
  • Korunović, N., Madić, M., Trajanović, M., Radovanović, M., A procedure for multi-objective optimization of tire design parameters, International Journal of Industrial Engineering Computations, Vol. 6, No. 2, pp. 199-210, 2015.
  • Madić, M., Radovanović, M., Gostimirović, M., ANN modeling of kerf taper angle in CO2 laser cutting and optimization of cutting parameters using Monte Carlo method, International Journal of Industrial Engineering Computations, Vol. 6, No. 1, pp. 33-42, 2015.
  • Madić, M., Radovanović, M., Manić, M., Trajanović, M., Optimization of ANN models using different optimization methods for improving CO2 laser cut quality characteristics, Journal of the Brazilian Society of Mechanical Sciences and Engineering, Vol. 36, No. 1, pp. 91-99, 2014.
  • Madić, M., Kovačević, M., Radovanović, M., Application of multi-stage Monte Carlo method for solving machining optimization problems, International Journal of Industrial Engineering Computations, Vol. 5, No. 4, pp. 647-659, 2014.
  • Madić, M., Radovanović, M., Manić, M., Trajanović, M., Optimization of CO2 laser cutting process using Taguchi and dual response surface methodology, Tribology in Industry, Vol. 36, No. 3, pp. 236-243, 2014.
  • Madić, M., Radovanović, M., Optimization of machining processes using pattern search algorithm, International Journal of Industrial Engineering Computations, Vol. 5, No. 2, pp. 223-234, 2014.
  • Madić, M., Radovanović, M., Trajanović, M., Manić, M., Analysis of correlations of multiple-performance characteristics for optimization of CO2 laser nitrogen cutting of AISI 304 stainless steel, Journal of Engineering Science and Technology Review, Vol. 7, No. 2, pp. 16-21, 2014.
  • Madić, M., Marinković, V., Radovanović, M., Optimization of the kerf quality characteristics in CO2 laser cutting of AISI 304 stainless steel based on Taguchi method, Mechanika, Vol. 19, No. 5, pp. 580-587, 2013.
  • Madić, M., Radovanović, M., Modeling and analysis of the correlation between cutting parameters and cutting force components in turning AISI 1043 steel using ANN, Journal of the Brazilian Society of Mechanical Sciences and Engineering, Vol. 35, No. 2, pp. 111-121, 2013.
  • Madić, M., Radovanović, M., Application of RCGA-ANN approach for modeling kerf width and surface roughness in CO2 laser cutting of mild steel, Journal of the Brazilian Society of Mechanical Sciences and Engineering, Vol. 35, No. 2, pp. 103-110, 2013.
  • Madić, M., Radovanović, M., Slatineanu, L., Surface roughness optimization in CO2 laser cutting by using Taguchi method, UPB Scientific Bulletin, Series D: Mechanical Engineering, Vol. 75, No. 1, pp. 97-106, 2013.
  • Madić, M., Radovanović, M., Nedić, B., Modeling and simulation annealing optimization of surface roughness in CO2 laser nitrogen cutting of stainless steel, Tribology in Industry, Vol. 35, No. 3, pp. 167-176, 2013.
  • Madić, M., Radovanović, M., Identification of the robust conditions for minimization of the HAZ and burr in CO2 laser cutting, FME Transactions, Vol. 41, No. 2, pp. 130-137, 2013.
  • Madić, M., Radovanović, M., Analysis of the heat affected zone in CO2 laser cutting of stainless steel, Thermal Science, Vol. 16, Issue Supplement 2, pp. 363-373, 2012.
  • Marković, D., Madić, M., Petrović, G., Assessing the performance of improved harmony search algorithm (IHSA) for the optimization of unconstrained functions using Taguchi experimental design, Scientific Research and Essays, Vol. 7, No. 12, pp. 1312-1318, 2012.
  • Madić, M., Kovačević, M., Marinković, V., Radovanović, M., Software prototype for optimization and control of manufacturing processes, Strojarstvo: časopis za teoriju i praksu u strojarstvu, Vol. 54. No. 2, pp. 161-168, 2012.
  • Madić, M., Radovanović, An artificial intelligence approach for the prediction of surface roughness in CO2 laser cutting, Journal of Engineering Science and Technology, Vol. 7, No. 6, pp. 773-783, 2012.
  • Madić, M., Marković, D., Radovanović, М., Performance comparison of meta-heuristic algorithms for training artificial neural networks in modelling laser cutting, International Journal of Advanced Intelligence Paradigms, Vol. 4, No. 3-4, pp. 299-312, 2012.
  • Madić, M., Radovanović, Optimal selection of ANN training and architectural parameters using Taguchi method: a case study, FME Transactions, Vol. 39, No. 2, pp. 79-86, 2011.

 

International Conferences:

  • Rajković, P., Madić, M., Radovanović, M., The multi-dimensional bisection statistical method: solving machining optimization problems, The 3-rd International Conference “Mechanical Engineering in XXI Century”, Faculty of Mechanical Engineering in Niš, September 17-18, 2015, Niš, Serbia, pp. 479-482.
  • Petković, D., Madić, M., Radovanović, M., Janković, P., Radenković, G., Modeling of cutting temperature in the biomedical stainless steel turning process, 17-th Symposium on Thermal Science and Engineering of Serbia, University of Niš, Faculty of Mechanical Engineering in Niš, October 20-23, 2015, Sokobanja, Serbia, pp. 822-828.
  • Madić, M., Radovanović, M., Coteata, M., Janković, P., Petković, D., Multi-objective optimization of laser cutting using ROV-based Taguchi methodology, Innovative Manufacturing Engineering Conference – IMANE2015, Iasi, May 20-22, 2015, Romania.
  • Madić M., Kovačević, M., Radovanović, M., Possibilities of using discrete Monte Carlo method for solving machining optimization problems, 12. International Conference on Accomplishments in Electrical and Mechanical Engineering and Information Technology – DEMI2015, May 29-30, Banja Luka, B&H, pp. 781-786, 2015.
  • Madić M., Korunović, N., Trajanović, M., Radovanović, M., Multi-objective tire design optimization by artificial neural networks, 5th International Conference on Information Society and Technology – ICIST 2015, March 8-11, Kopaonik, Serbia, pp. 95-98, 2015.
  • Madić, M., Radovanović, M., Blagojević, V., Kovačević, M., Off-line control of CO2 laser cutting process using software prototype, XII International SAUM Conference on Systems, Automatic Control and Measurements Niš, Serbia, November 12th-14th, pp. 124-127, 2014.
  • Madić, M., Radovanović, M., Slătineanu, L., Dodun, O., Optimization of laser cut quality characteristics considering material removal rate based on Pareto concept, Innovative Manufacturing Engineering Conference – IMANE2014, Chişinău, May 29-30, 2014, Moldova.
  • Madić, M., Radovanović, M., Petković, D., Taguchi and GA based optimization of drag line separation in laser cutting, 6-th International Conference on Manufacturing Science and Education – MSE 2013, Sibiu, June 12-15, 2013, Romania, pp. 159-162.
  • Radovanović, M., Madić, M., Slatineanu, L., GA based regression estimator for traverse rate in abrasive water jet cutting, 11-th International Scientific Conference – UNITECH’11, Gabrovo, 18.-19.11.2011., Bulgaria, pp. II-421-424.
  • Kovačević, M., Madić, M., Marinković, V., Software prototype for analyzing manufacturing process models, 34-th International Conference on Production Engineering – ICPE2011, Niš, 28.-30.9.2011. Serbia, pp. 45-48.
  • Madić, M., Radovanović, M., Application of artificial neural networks in manufacturing technologies, 9-th International Scientific Conference – UNITECH’09, Gabrovo, 19.-20.11.2009., Bulgaria, pp. II-593-599.