Genetic Programming Bibliography entries for Miha Kovacic

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GP coauthors/coeditors: Matej Babic, Peter Kokol, Igor Belic, Peter Panjan, Joze Balic, Dusan Petrovic, Jost Sodnik, Bozo Soldo, Marko Komac, Olena Chernieva, Matjaz Mikos, Michele Cali, Dragan Marinkovic, Branko Ster, Bostjan Vaupotic, Tomaz Brajlih, Igor Drstvensek, Miran Brezocnik, Mirko Ficko, Bogdan Sovilj, Leo Gusel, Matej Psenicnik, Ivo Pahole, Borut Kecelj, Radomir Turk, Peter Uratnik, Bozidar Sarler, Katja Mackosek, Andrej Mihevc, Tomaz Marolt, Sandra Sencic, Beno Jurjovec, Luka Krajnc, Uros Zuperl, Robert Jager, Damir Novak, Franjo Dolenc, Ana Turnsek, Darja Ocvirk, Gasper Gantar, Klemen Stopar, Robert Vertnik, Milan Tercelj, Shpetim Salihu, Borut Leser, Aljaz Zupanc, M Podbregar, A Podbregar-Mars, Bojan Podgornik, Vojteh Leskovsek, Josef Vizintin, Sebastjan Starkel, Primoz Gajsek, Goran Kugler, Iztok Perus, Petra Zohara,

Genetic Programming Articles by Miha Kovacic

  1. Miha Kovacic and Aljaz Zupanc and Robert Vertnik and Uros Zuperl. Optimization of Billet Cooling after Continuous Casting Using Genetic Programming—Industrial Study. Metals, 14(7):article-number: 819, 2024. details

  2. Miha Kovacic and Uros Zuperl. Continuous caster final electromagnetic stirrers position optimization using genetic programming. Materials and Manufacturing Processes, 38(16):2009-2017, 2023. details

  3. Miha Kovacic and Uros Zuperl and Leo Gusel and Miran Brezocnik. Reduction of surface defects by optimization of casting speed using genetic programming: An industrial case study. Advances in Production Engineering \& Management, 18(4):501-511, 2023. details

  4. Miha Kovacic and Uros Zuperl. Modeling of Tensile Test Results for Low Alloy Steels by Linear Regression and Genetic Programming Taking into Account the Non-Metallic Inclusions. Metals, 12(8) 2022. details

  5. M. Kovacic and U. Zuperl and M. Brezocnik. Optimization of the rhomboidity of continuously cast billets using linear regression and genetic programming: A real industrial study. Advances in Production Engineering \& Management, 17(4):469-478, 2022. details

  6. Matej Babic and Dragan Marinkovic and Miha Kovacic and Branko Ster and Michele Cali. A New Method of Quantifying the Complexity of Fractal Networks. Fractal and Fractional, 6(6):article number 282, 2022. details

  7. Miha Kovacic and Shpetim Salihu and Gasper Gantar and Uros Zuperl. Modeling and Optimization of Steel Machinability with Genetic Programming: Industrial Study. Metals, 11(3) 2021. Special Issue Applied Artificial Intelligence in Steelmaking. details

  8. Miha Kovacic and Borut Leser and Miran Brezocnik. Modelling and optimization of sulfur addition during 70MnVS4 steelmaking: An industrial case study. Advances in Production Engineering \& Management, 16(2):253-261, 2021. details

  9. Matej Babic and Dusan Petrovic and Jost Sodnik and Bozo Soldo and Marko Komac and Olena Chernieva and Miha Kovacic and Matjaz Mikos and Michele Cali. Modeling and Classification of Alluvial Fans with DEMs and Machine Learning Methods: A Case Study of Slovenian Torrential Fans. Remote Sensing, 13(9) 2021. details

  10. Miha Kovacic and Uros Zuperl. Genetic programming in the steelmaking industry. Genetic Programming and Evolvable Machines, 21(1-2):99-128, 2020. Twentieth Anniversary Issue. details

  11. Miha Kovacic and Andrej Mihevc and Milan Tercelj. Roll wear modeling using genetic programming -- industry case study. Materials and Technology, 53(3):319-325, 2019. details

  12. Miha Kovacic and Klemen Stopar and Robert Vertnik and Bozidar Sarler. Comprehensive Electric Arc Furnace Electric Energy Consumption Modeling: A Pilot Study. Energies, 12(11):2142, 2019. Special Issue Heat and Mass Transfer in Energy Systems. details

  13. Miha Kovacic and Miran Brezocnik. Reduction of Surface Defects and Optimization of Continuous Casting of 70MnVS4 Steel. The International Journal of Simulation Modelling, 17(4):667-676, 2018. details

  14. Miha Kovacic and Ana Turnsek and Darja Ocvirk and Gasper Gantar. Increasing the tensile strength and elongation of 16MnCrS5 steel using genetic programming. Materials and Technology, 51(6):883-888, 2017. details

  15. Miha Kovacic and Bozidar Sarler and Uros Zuperl. Natural gas consumption prediction in Slovenian industry - a case study. Materials and Geoenvironment, 63(2):91-96, 2016. details

  16. Miha Kovacic and Damir Novak. Prediction of the chemical non-homogeneity of 30MnVS6 billets with genetic programming. Materials and Technology, 50(1):69-74, 2016. details

  17. Miha Kovacic and Franjo Dolenc. Prediction of the natural gas consumption in chemical processing facilities with genetic programming. Genetic Programming and Evolvable Machines, 17(3):231-249, 2016. details

  18. Miha Kovacic and Robert Jager. Modeling of occurrence of surface defects of C45 steel with genetic programming. Materials and Technology, 49(6):857-863, 2015. details

  19. Miha Kovacic. Modeling of Total Decarburization of Spring Steel with Genetic Programming. Materials and Manufacturing Processes, 30(4):434-443, 2015. details

  20. Miha Kovacic and Beno Jurjovec and Luka Krajnc. Ladle-Nozzle Opening and Genetic Programming. Materials and technology, 48(1):23-26, 2014. details

  21. Matej Babic and Peter Kokol and Igor Belic and Peter Panjan and Miha Kovacic and Joze Balic. Using of genetic programming in engineering. Elektrotehniski vestnik, 81(3):143-147, 2014. details

  22. Miha Kovacic and Bozidar Sarler. Genetic programming prediction of the natural gas consumption in a steel plant. Energy, 66(1):273-284, 2014. details

  23. Miha Kovacic and Sandra Sencic and Uros Zuperl. Genetic programming and artificial neural network modeling of PM10 emission close to a steel plant. RMZ -- Materials and Geoenvironment, 60(1):9-16, 2013. details

  24. Miha Kovacic and Beno Jurjovec and Luka Krajnc. Ladle Nozzle Opening and Genetic Programming. Computer Methods in Material Science, 13(1):147-152, 2013. details

  25. Miha Kovacic and Sandra Sencic. Modeling of PM10 emission with genetic programming. Materials and technology, 46(5):453-457, 2012. details

  26. Miha Kovacic and Bozidar Sarler. Genetic programming modeling of the critical size of inclusions. Computer Methods in Materials Science, 11(1):41-45, 2011. details

  27. Bojan Podgornik and Vojteh Leskovsek and Miha Kovacic and Josef Vizintin. Analysis and Prediction of Residual Stresses in Nitrided Tool Steel. Materials Science Forum, 681, Residual Stresses VIII:352-357, 2011. details

  28. Bojan Podgornik and Vojteh Leskovsek and Miha Kovacic and Josef Vizintin. Residual Stress Field Analysis and Prediction in Nitrided Tool Steel. Materials and Manufacturing Processes, 26(9):1097-1103, 2011. details

  29. Miha Kovacic and Bozidar Sarler. Soft annealing productivity optimization. RMZ -- Materials and Geoenvironment, 58(1):29-38, 2011. details

  30. Miha Kovacic and Bozidar Sarler. Genetic Programming and Soft-Annealing Productivity. Materials and technology, 45(5):427-432, 2011. details

  31. Miha Kovacic. Hardenability modeling. RMZ - Materials and Geoenvironment (Materiali in geookolje), 57(2):173-180, 2010. details

  32. Miha Kovacic and Sandra Sencic. Critical inclusion size in spring steel and genetic programming. RMZ - Materials and Geoenvironment (RMZ -Materiali in Geookolje), 57(1):17-23, 2010. Kriticna velikost vkljucka v vzmetnem jeklu in genetsko programiranje. details

  33. Miha Kovacic and Matej Psenicnik. Extra machinability modeling. RMZ - Materials and Geoenvironment (Materiali in geookolje), 56(3):338-345, 2009. details

  34. Miha Kovacic and Katja Mackosek and Andrej Mihevc and Tomaz Marolt. Crack presence modeling after rolling by genetic programming. RMZ - MATERIALS AND GEOENVIRONMENT, 56(1):24-29, 2009. details

  35. Miha Kovacic. Genetic Programming and Jominy Test Modeling. Materials and Manufacturing Processes, 24(7 \& 8):806-808, 2009. details

  36. Miha Kovacic and Bozidar Sarler. Application of the Genetic Programming for Increasing the Soft Annealing Productivity in Steel Industry. Materials and Manufacturing Processes, 24(3):369-374, 2009. details

  37. Radomir Turk and Iztok Perus and Miha Kovacic and Goran Kugler and Milan Tercelj. Genetic Programming and CAE Neural Networks approach for Prediction of the Bending Capability of ZnTiCu Sheets. Metallurgy, 47(4):301-305, 2008. details

  38. Miha Kovacic and Peter Uratnik and Miran Brezocnik and Radomir Turk. Prediction of the Bending Capability of Rolled Metal Sheet by Genetic Programming. Materials and Manufacturing Processes, 22(5):634-640, 2007. details

  39. Miran Brezocnik and Miha Kovacic and Matej Psenicnik. Prediction of steel machinability by genetic programming. Journal of achievements in materials and manufacturing engineering, 16(1-2):107-113, 2006. Special Issue of CAM3S'2005. details

  40. Tomaz Brajlih and Igor Drstvensek and Miha Kovacic and Joze Balic. Optimizing scale factors of the PolyJet rapid prototyping procedure by genetic programming. Journal of achievements in materials and manufacturing engineering, 16(1-2):101-106, 2006. Special Issue of CAM3S'2005. details

  41. Joze Balic and Miha Kovacic and Bostjan Vaupotic. Intelligent Programming of CNC Turning Operations using Genetic Algorithm. Journal of intelligent manufacturing, 17(3):331-340, 2006. details

  42. Miha Kovacic and Miran Brezocnik and Radomir Turk. Modeling of Hot Yield Stress Curves for Carbon Silicon Steel by Genetic Programming. Materials and Manufacturing Processes, 20(3):543-551, 2005. details

  43. Miha Kovacic and Miran Brezocnik and Ivo Pahole and Joze Balic and Borut Kecelj. Evolutionary programming of CNC machines. Journal of Materials Processing Technology, 164-165:1379-1387, 2005. details

  44. Miran Brezocnik and Miha Kovacic and Leo Gusel. Comparison Between Genetic Algorithm and Genetic Programming Approach for Modeling the Stress Distribution. Materials and Manufacturing Processes, 20(3):497-508, 2005. details

  45. Petra Zohara and Miha Kovacic and Miran Brezocnik and Matej Podbregar. Prediction of maintenance of sinus rhythm after electrical cardioversion of atrial fibrillation by non-deterministic modelling. Europace, 7(5):500-507, 2005. details

  46. Miran Brezocnik and Miha Kovacic and Joze Balic and Bogdan Sovilj. Programming CNC measuring machines by genetic algorithms. Academic Journal of Manufacturing Engineering, 2(4):15-20, 2004. details

  47. M. Kovacic and J. Balic and M. Brezocnik. Evolutionary approach for cutting forces prediction in milling. Journal of Materials Processing Technology, 155-156:1647-1652, 2004. details

  48. Mirko Ficko and Miha Kovacic and Miran Brezocnik. Genetic algorithms : a useful optimization method for manufacturing problems. Academic Journal of Manufacturing Engineering, 2(1):21-26, 2004. details

  49. M. Brezocnik and M. Kovacic and M. Ficko. Prediction of surface roughness with genetic programming. Journal of Materials Processing Technology, 157-158:28-36, 2004. details

  50. Miran Brezocnik and Miha Kovacic and Mirko Ficko. Intelligent systems for next-generation manufacturing. Academic Journal of Manufacturing Engineering, 2(1):34-37, 2004. details

  51. M. Podbregar and M. Kovacic and A. Podbregar-Mars and M. Brezocnik. Predicting defibrillation success by 'genetic' programming in patients with out-of-hospital cardiac arrest. Resuscitation, 57(2):153-159, 2003. details

  52. Miha Kovacic and Miran Brezocnik. Genetic programming approach for surface quality prediction. Tehnicki vjesnik, 10(1):19-24, 2003. details

  53. Miha Kovacic and Joze Balic. Evolutionary programming of a CNC cutting machine. International journal for advanced manufacturing technology, 22(1-2):118-124, 2003. details

  54. Miran Brezocnik and Miha Kovacic. Integrated genetic programming and genetic algorithm approach to predict surface roughness. Materials and Manufacturing Processes, 18(3):475-491, 2003. details

Genetic Programming Conference proceedings edited by Miha Kovacic

Genetic Programming conference papers by Miha Kovacic

  1. Miha Kovacic. Genetic programming and Store Steel Ltd.. In Predrag Cosic and Gordana Baric and Goran Dukic and Tihomir Opetuk and Maja Trstenjak and Max Regenfelder editors, 9th International Scientific Conference, Management of Technology - Step to Sustainable Production (MOTSP 2017), Dubrovnik Croatia, 2017. Keynote Speaker. details

  2. Miha Kovacic and Bozidar Sarler and Franjo Dolenc. Natural gas prediction in Slovenian industry using genetic programming - case studies. In Predrag Cosic editor, 8th International Scientific Conference Management of Technology Step to Sustainable Production, pages 155-kovacic.pdf, Porec, Istria, Croatia, 2016. Croatian Association for PLM. details

  3. Sebastjan Starkel and Primoz Gajsek and Miha Kovacic. Steel Machinability Modelling with Genetic Programming. In Isak Karabegovic and Vlatko Dolecek and Sead Pasic editors, 2nd International Conference ``New Technologies'' NT-2015 Development and Application, pages 85-93, Mostar, Bosnia and Hezegovina, 2015. details

  4. Miha Kovacic and Sandra Sencic and Uros Zuperl. Artificial Intelligence Approach of Modeling of PM10 Emission close to a Steel Plant. In Safet Brdarevic and Sabahudin Jasarevic editors, 8th Research/Expert Conference with International Participations, QUALITY 2013, pages 305-310, Neum, Bosnia and Herzegovina, 2013. details

  5. Miha Kovacic and Beno Jurjovec and Luka Krajnc. Ladle nozzle opening and genetic programming. In Danuta Szeliga and Lukasz Rauch and Anna Baran and Lukasz Sztangret editors, XX Conference on Computer Methods in Metals Technology, KomPlasTech 2013, page Abstract 31, Zakopane, Poland, 2013. details

  6. Miha Kovacic and Beno Jurjovec and Luka Krajnc. Model of Ladle Nozzle Opening based on Genetic Programming. In Matjaz Godec and Crtomir Donik and Irena Paulin and Aleksandra Kocijan editors, 20th Jubilee Conference on Materials and Technology, Portoro, Slovenia, 2012. Institute of Metals and Technology, Ljubljana, Slovenia. details

  7. Miha Kovacic and Sandra Sencic. Modeling of PM10 Emission near the Steel Plant area in Slovenia with Genetic Programming. In Matjaz Godec editor, 19th Conference on Materials and Technology, page 37, Portoroz, Solvenia, 2011. Institute of Metals and Technology. Program and book of abstracts, Oral presentation. details

  8. Miha Kovacic and Katja Mackosek and Andrej Mihevc and Tomaz Marolt. Modeling of Cracks Presence in Steel After Hot Rolling. In Safet Brdarevic and Sabahudin Jasarevic editors, 7th Research/Expert Conference with International Participations, QUALITY 2011, pages 569-572, Neum, Bosnia and Herzegovina, 2011. details

  9. Miha Kovacic and Bozidar Sarler. Genetic programming modeling of the critical size of inclusions. In Danuta Szeliga and Lukasz Rauch and Barbara Barabasz and Lukasz Sztangret editors, KomPlasTech 2011, 18th Conference Computer Methods in Materials Technology, Zakopane, Poland, 2011. details

  10. Bojan Podgornik and Vojteh Leskovsek and Miha Kovacic and Josef Vizintin. Residual stress field analysis and prediction in nitrided tool steel. In Paolo Scardi editor, 8th European Conference on Residual Stresses, Riva del Garda, Italy, 2010. details

  11. Miha Kovacic and Bozidar Sarler. Genetic programming and soft annealing productivity. In Monika Jenko editor, Program and book of abstracts of the 18th Conference on Materials and Technology, page 74, Portoroz, Slovenia, 2010. Institute of metals and technology. details

  12. Miha Kovacic and Matej Psenicnik. Extra Machinability Quality Prediction. In Safet Brdarevic editor, QUALITY 2009, 6th Research/Expert Conference with International Participations, pages 465-470, Neum, Bosnia and Herzegovina, 2009. details

  13. Radomir Turk and Goran Kugler and Milan Tercelj and Iztok Perus and Miha Kovacic. Genetic Programming and CAE Neural Networks approach for Prediction of the Bending Capability of ZnTiCu Sheets. In SHMD 2008, SUMMARIES OF LECTURES, 2008. details

  14. Miha Kovacic. Genetic Programming and Jominy Test. In Jana Jamar editor, 2nd International Conference on the Heat Treatment and Surface Engineering of Tools and Dies, pages 149-150, Bled, Slovenia, 2008. Institute of Metals and Technology. Extended Abstract. details

  15. Miha Kovacic and Bostjan Vaupotic and Joze Balic. NC Machine tools and genetics. In Branko Katalinic editor, Annals of DAAAM for 2005 and proceedings of the 16th International DAAAM symposium "Intelligent manufacturing and Automation: "Focus on young researchers and scientists", volume 4, pages 199-200, Croatia, 2005. DAAAM International. details

  16. Igor Drstvensek and Tomaz Brajlih and Miha Kovacic and Joze Balic. Assurance of Accuracy at Polymerisation of Photopolymers. In Sabahudin Ekinovic editor, 9th International Research/Expert Conference Trends in the Development Machinery and Associated Technology, pages 677-680, Antalya, Turkey, 2005. details

  17. Tomaz Brajlih and Igor Drstvensek and Miha Kovacic and Joze Balic. Compensation of the size of the finished part for the PolyJet rapid prototyping procedure. In Proceedings of the International Conference Polymers \& Moulds Innovations PMI 2005, Gent, Belgium, 2005. details

  18. Miha Kovacic and Miran Brezocnik and Joze Balic. Genetic Programming Approach for Autonomous Vehicles. In Mechatronics 2004 9th Mechatronics Forum International Conference, METU, Ankara, Turkey, 2004. details

  19. Miha Kovacic and Miran Brezocnik. Evolution and transport systems. In Computers in technical systems. Intelligent systems : proceedings of the joint conferences CTS+CIS, pages 41-44, Opatija, Croatia, 2004. details

  20. Miha Kovacic and Joze Balic and Miran Brezocnik. Evolutionary approach to manufacturing control. In Lihui Wang and Jeff Xi and William G. Sullivan and Munir Ahmad editors, Proceedings of the 14th International conference on flexible automation \& intelligent manufacturing, pages 915-921, Toronto, Canada, 2004. NRC Research Press. details

  21. Miran Brezocnik and Mirko Ficko and Miha Kovacic. Genetic based approach to predict surface roughness. In 8th International Research/Expert Conference Trends in the Development Machinery and Associated Technology, pages 91-94, Neum, Bosnia and Herzegovina, 2004. details

  22. Miha Kovacic and Miran Brezocnik. Genetic programming planner for mobile robots. In Proceedings A of the 6th International Multi-Conference Information Society, "Jozef Stefan" Institute, Jamova 39, Ljubljana, Slovenija, 2003. details

  23. Miha Kovacic and Miran Brezocnik and Joze Balic. Genetic programming approach for surface quality prediction of monel alloy. In Karl Kuzman editor, 4th International Conference on Industrial Tools, ICIT 2003, pages 385-388, Bled, 2003. details

  24. Miha Kovacic and Miran Brezocnik. Evolutionary computation approach for autonomous vehicles. In Branko Katalinic and Dzemo Tufkecic and Ramiz Selo editors, Proceedings of the 2nd DAAAM International conference on Advanced technologies for developing countries, pages 339-344, Tuzla, Bosnia and Herzegovina, 2003. DAAAM. details

  25. Miha Kovacic and Miran Brezocnik. Genetic programming approach for cutting forces prediction in milling. In Branko Katalinic editor, Annals of DAAAM for 2003 and proceedings of the 14th International DAAAM symposium "Intelligent manufacturing and Automation: focus on reconstruction and development, volume 2, pages 234-235, Vienna, 2003. DAAAM International. details

  26. Miran Brezocnik and Miha Kovacic and Mirko Ficko. Genetic-based approach to predict surface roughness in end milling. In 7th International Research/Expert Conference "Trends in the Development Machinery and Associated Technology", pages 529-532, Barcelona, Spain, 2003. details

  27. Miha Kovacic and Miran Brezocnik. Genetic programming approach for surface quality prediction. In Branko Katalinic editor, Annals of DAAAM for 2002 and Proceedings of the 13th International DAAAM Symposium "Intelligent Manufacturing and Automation: Learning from nature, volume 1, pages 285-286, Slavonski Brod, Croatia, 2002. DAAAM International. details

  28. Miran Brezocnik and Miha Kovacic. Integrated evolutionary computation environment for optimizing and modeling of manufacturing processes. In Safet Brdarevia and Sabahudin Ekinovia and Ramon Compamys Pascual and Joan Calvet Vivancos editors, 6th International Research/Expert Conference "Trends in the development of Machinery and Associated Technology", pages TMT02-073, Neum, Bosnia and Herzegovina, 2002. details

  29. Miran Brezocnik and Miha Kovacic. Prediction of surface roughness with genetic programming. In Leszek A. Dobrzanski editor, Proceedings of the 11th International Scientific Conference Achievements in Mechanical and Materials Engineering, AMME'2002, pages 23-26, 2002. details

  30. Miha Kovacic and Miran Brezocnik. Evolutionary transport system. In Branko Katalinic editor, Annals of DAAAM for 2001 and Proceedings of the 12th International DAAAM Symposium "Intelligent Manufacturing and Automation: Focus on Precision Engineering, pages 253-254, Jena, Germany, 2001. DAAAM Publishing. details

  31. Miha Kovacic and Joze Balic. Genetic algorithm method for cutting optimisation of Monel alloy. In Leszek A. Dobrzanski editor, Proceedings of the 10th Jubilee International Scientific Conference Achievements in the Mechanical and Materials Engineering, AMME'2001, pages 305-316, Gliwice-Krakow-Zakopane, Poland, 2001. details

  32. Miran Brezocnik and Miha Kovacic. Survey of the evolutionary computation and its application in manufacturing systems. In Milan Jurkovic and Isak Karabegovic editors, 3rd International Conference on Revitalization and Modernization of Production RIM 2001, pages 501-508, University of Bihac, Bihacu, Bosnia and Herzegovina, 2001. details

Genetic Programming book chapters by Miha Kovacic

  1. Miha Kovacic and Miran Brezocnik. Programming of CNC lathe with GA. In Martin Klanjsek editor, publish or perish!, pages 265-274. Drustvo mladih raziskovalcev Slovenije, Ljubljana, Slovenia, 2004. CD-ROM. details

  2. Miha Kovacic and Miran Brezocnik and Joze Balic. Evolutionary cutting forces prediction. In B. Katalinic editor, DAAAM International Scientific Book 2004, volume 3, pages 313-322. DAAAM International Vienna, Vienna, 2004. details

  3. Miha Kovacic and Miran Brezocnik. Evolutionary method for surface quality prediction. In B. Katalinic editor, DAAAM International Scientific Book 2003, volume 2, pages 331-338. DAAAM International Vienna, Vienna, 2003. details

  4. Miran Brezocnik and Miha Kovacic. Modelling of intelligent mobility for next-generation manufacturing systems. In B. Katalinic editor, DAAAM International Scientific Book 2003, volume 2, pages 95-102. DAAAM International Vienna, Vienna, 2003. details

  5. Miha Kovacic and Miran Brezocnik. Model of evolutionary transport system. In B. Katalinic editor, DAAAM International Scientific Book 2002, volume 1, pages 323-328. DAAAM International Vienna, Vienna, 2002. details