Optimization Algorithms asst. prof. dr. Ale s Zamuda Room B029, - PowerPoint PPT Presentation

Optimization Algorithms asst. prof. dr. Aleˇ s Zamuda Room B029, 14:00 asst. prof. dr. Aleˇ s Zamuda Optimization Algorithms 1/33

Biography and Introduction: Organizations ◮ IEEE (Institute of Electrical and Electronics Engineers) ◮ IEEE Computational Intelligence Society ( CIS ), member ◮ IEEE Young Professionals Slovenia, chair ◮ IEEE Senior Member ◮ Assistant Professor Dr. Aleˇ s Zamuda, at University of Maribor, Slovenia ◮ Continuous research programme funded by Slovenian Research Agency, P2-0041: Computer Systems, Methodologies, and Intelligent Services ◮ Associate Editor: Swarm and Evolutionary Computation ( SWEVO ) ◮ Slovenian Artificial Intelligence Society (part of EurAI ) ◮ Co-operation in Science and Techology ( COST ) Association Management Committee, member: ◮ CA COST Action CA15140: Improving Applicability of Nature-Inspired Optimisation by Joining Theory and Practice ( ImAppNIO ) ◮ ICT COST Action IC1406 High-Performance Modelling and Simulation for Big Data Applications ( cHiPSet ); SI-HPC asst. prof. dr. Aleˇ s Zamuda Optimization Algorithms 2/33

Biography and Introduction: Publications ◮ A. Zamuda, J. Brest. Self-adaptive control parameters’ randomization frequency and propagations in differential evolution . Swarm and Evolutionary Computation, 2015, vol. 25C, pp. 72-99. DOI 10.1016/j.swevo.2015.10.007. ◮ A. Zamuda, J. D. Hern´ andez Sosa, L. Adler. Constrained Differential Evolution Optimization for Underwater Glider Path Planning in Sub-mesoscale Eddy Sampling . Applied Soft Computing, 2016, vol. 42, pp. 93-118. DOI 10.1016/j.asoc.2016.01.038. ◮ A. Zamuda, J. D. Hern´ andez Sosa. Differential Evolution and Underwater Glider Path Planning Applied to the Short-Term Opportunistic Sampling of Dynamic Mesoscale Ocean Structures . Applied Soft Computing, vol. 24, November 2014, pp. 95-108. DOI 10.1016/j.asoc.2014.06.048. ◮ A. Zamuda, J. Brest. Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution . Information Sciences, vol. 278, pp. 1-21, 2014. DOI 10.1016/j.ins.2014.04.037. ◮ A. Zamuda, J. Brest. Environmental Framework to Visualize Emergent Artificial Forest Ecosystems . Information Sciences, vol. 220, pp. 522-540, 2013. DOI 10.1016/j.ins.2012.07.031. ◮ A. Gloti´ c, A. Zamuda. Short-term combined economic and emission hydrothermal optimization by surrogate differential evolution . Applied Energy, 1 March 2015, vol. 141, pp. 42-56. DOI 10.1016/j.apenergy.2014.12.020. ◮ H. Hamann, Y. Khaluf, J. Botev, M. Divband Soorati, E. Ferrante, O. Kosak, J.-M. Montanier, S. Mostaghim, R. Redpath, J. Timmis, F. Veenstra, M. Wahby and A. Zamuda. Hybrid Societies: Challenges and Perspectives in the Design of Collective Behavior in Self-organizing Systems . Frontiers in Robotics and AI, 2016, vol. 3, no. 14. DOI 10.3389/frobt.2016.00014. J. ˇ ◮ Silc, A. Zamuda. Special Issue on ”Bioinspired Optimization” (guest editors). Informatica - An International Journal of Computing and Informatics, 2015, vol. 39, no. 2, pp. 1-122. asst. prof. dr. Aleˇ s Zamuda Optimization Algorithms 3/33

Biography and Introduction: Reviewing Journals (Top 25 listed) 1. Applied energy (2015, 2016). London: Applied Science Publishers, 1975-. ISSN 0306-2619. 2. Artificial intelligence (2017). Amsterdam: Elsevier, 1970-. ISSN 0004-3702. 3. Applied mathematics and computation (2014). New York: Elsevier, 1975-. ISSN 0096-3003. 4. Applied soft computing (2013-2018). Amsterdam: Elsevier, 2001-. ISSN 1568-4946. 5. Computational optimization and applications (2013-2014). Dordrecht: Kluwer Academic Publishers, 1992-. ISSN 0926-6003. 6. Computational intelligence and neuroscience (2017). New York: Hindawi Publishing Corporation, 2006-. ISSN 1687-5265. 7. Engineering applications of artificial intelligence (2010, 2011, 2015-2016). Swansea: Pineridge Press, 1988-. ISSN 0952-1976. 8. European journal of operational research (2013, 2016). Amsterdam: North-Holland, 1977-. ISSN 0377-2217. 9. IEEE Journal of oceanic engineering (2017). New York: IEEE, Council on Oceanic Engineering, 1976-. ISSN 0364-9059. 10. IEEE Computational intelligence magazine (2012). New York (NY): IEEE, 2006-. ISSN 1556-603X. 11. IEEE Transactions on automation science and engineering (2016). New York (NY): Institute of Electrical and Electronics Engineers, 2004-. ISSN 1545-5955. 12. Expert systems with applications (2017). Oxford: Pergamon, 1990-. ISSN 0957-4174. 13. IEEE Transactions on Cybernetics (2013-2018). New York (NY): Institute of Electrical and Electronics Engineers, 2013-. ISSN 2168-2267. 14. IEEE Transactions on evolutionary computation (2007-2018). New York: Institute of Electrical and Electronics Engineers, 1997-. ISSN 1089-778X. 15. IEEE Transactions on industrial electronics (2009, 2013, 2015). New York: Institute of Electrical and Electronics Engineers, 1982-. ISSN 0278-0046. 16. IEEE Transactions on systems, man and cybernetics. Part B . Cybernetics (2009, 2010, 2012, 2013). New York (NY): Institute of Electrical and Electronics Engineers, 1996-2012. ISSN 1083-4419. 17. Information sciences (2011-2016). New York: North-Holland, 1968-. ISSN 0020-0255. 18. International Journal of Systems Science (2010, 2011). London: Taylor & Francis. ISSN 0020-7721. 19. Memetic computing (2012, 2018). Heidelberg; Berlin: Springer. ISSN 1865-9292. 20. Natural computing (2015-2016, 2018). Dordrecht; Boston; London: Kluwer Academic Publishers. ISSN 1567-7818. 21. Neural computing & applications (2014, 2016-2018). London: Springer, 1993-. ISSN 0941-0643. 22. Neurocomputing (2016). Amsterdam: Elsevier, 1989-. ISSN 0925-2312. 23. Remote sensing (2015). [Online ed.]. Basel: Molecular Diversity Preservation International, 2009-. ISSN 2072-4292. 24. Soft computing (2013, 2015-2017). Heidelberg: Springer, 1997-. ISSN 1432-7643. 25. Swarm and evolutionary computation (2011-2018). Amsterdam: Elsevier. ISSN 2210-6502. asst. prof. dr. Aleˇ s Zamuda Optimization Algorithms 4/33

Biography and Introduction: Conferences Committees (Top 25 listed) 1. AR4MET (Bali: 2015; Batam 2016): Advanced Research in Material Sciences, Manufacturing, Mechanical and Mechatronic Engineering Technology International Conference 2. BIOMA (Ljubljana: 2014, 2016; Paris: 2018): International Conference on Bioinspired Optimization Methods and their Applications 3. CEC (Singapore: 2007; Hong Kong: 2008; Trondheim: 2009; Barcelona: 2010; New Orleans: 2011; Vancouver: 2016; San Sebastian 2017): IEEE Congress on Evolutionary Computation 4. CSOC (On-line: 2015, 2016): Computer Science On-line Conference 5. ERK (Portorose: 2010, 2016): Electrotechnical and Computer Science Conference 6. EUROGEN (Glasgow: 2015; Madrid: 2017): International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems 7. FUTURECOMP (Venice: 2014; Nice: 2015; Rome: 2016): Int. Conf. on Future Computational Technologies and Applications 8. GECCO (Berlin, 2017; Kyoto 2018): The Genetic and Evolutionary Computation Conference 9. IACIET (Jaipur: 2014): International Conference on “Innovations in Engineering & Technology” 10. ICACCI (Greater Noida: 2014; Aluva: 2015; Jaipur: 2016): International Conference on Advances in Computing, Communications and Informatics 11. ICAISC (Zakopane: 2014, 2015, 2016): International Conference on Artificial Intelligence and Soft Computing 12. ICEM (Rome: 2010; Marseille: 2012): International Conference on Electrical Machines 13. ICIA (Pillaichavadi: 2016): International Conference on Informatics and Analytics 14. ICIT (Dubai: 2014): [ScienceOne International Conference on Information Technology] 15. ICOA (2015): International Conference on Oceanic and Atmospheric 16. IPIC (Orlando: 2015): Symposium on Enabling an Intelligent Planet via Informatics and Cybernetics 17. ISNN (Saint Petersburg: 2016): International Symposium on Neural Networks 18. IWSSIP (Maribor: 2018): International Conference on Systems, Signals and Image Processing 19. PPSN (Ljubljana: 2014; Edinburgh: 2016; Coimbra: 2018): International Conference on Parallel Problem Solving From Nature 20. SASO FAS*W SOCO (Augsburg, 2016): IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), including International Workshops on Foundations and Applications of Self-* Systems (FAS*W), including International Workshop on Self-Organising Construction (SOCO) 21. SEMCCO (Chennai: 2010, 2011): International Conference on Swarm, Evolutionary and Memetic Computing 22. SIRS (Trivandrum: 2015): nternational Symposium on Signal Processing and Intelligent Recognition Systems 23. SPICES (2015): IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems 24. SSCI SDE (Paris: 2011; Singapore: 2013; Orlando: 2014; Cape Town: 2015; Athens 2016): IEEE Symposium Series on Computational Intelligence, Symposium on Differential Evolution 25. WMSCI (Orlando: 2015, 2016, 2018): World Multi-Conference on Systemics, Cybernetics And Informatics asst. prof. dr. Aleˇ s Zamuda Optimization Algorithms 5/33

Awards: IEEE R8SPC 2007, SIIF Seoul 2012, ESA, Danubius Young Scientist DYS awarded throughout all scientific disciplines, nation-wide to one scientist from 12 IDM countries, each Other Top 30 Awards won listed at: http://aleszamuda.si asst. prof. dr. Aleˇ s Zamuda Optimization Algorithms 6/33