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Bibliography


Bibliography in BibTeX, PDF, or DVI format

Highly Cited

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(pdf) J. Brest, S. Greiner, B. Boskovic, M. Mernik, V. Zumer. Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems. IEEE Transactions on Evolutionary Computation, 2006, vol. 10, no. 6, pp. 646-657. DOI 10.1109/TEVC.2006.872133.

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(pdf) I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. A comprehensive review of firefly algorithms. Swarm and Evolutionary Computation, 2013, vol. 13, pp. 34-46. DOI 10.1016/j.swevo.2013.06.001.

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(pdf) J. Brest, M. S. Maucec. Population Size Reduction for the Differential Evolution Algorithm. Applied Intelligence, 2008, vol. 29, no. 3, pp. 228-247. DOI 10.1007/s10489-007-0091-x.

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(pdf) J. Brest, B. Boskovic, S. Greiner, V. Zumer, M. S. Maucec. Performance comparison of self-adaptive and adaptive differential evolution algorithms. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2007, vol. 11, no. 7, pp. 617-629. DOI 10.1007/s00500-006-0124-0.

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(pdf) J. Brest, A. Zamuda, B. Bošković, V. Žumer. Dynamic Optimization using Self-Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation (CEC) 2009, 2009, pp. 415-422.


Accepted publications

International publications

(pdf) U. Mlakar, M. Zorman, I. Fister Jr. I. Fister. Modified binary cuckoo search for association rule mining. Journal of Intelligent and Fuzzy Systems, 2017, pp. ??-??.


Year 2016

International publications

(pdf) I. Fister, P. N. Suganthan, I. Fister Jr., S. M. Kamal, F. M. Al-Marzouki, M. Perc, D. Strnad. Artificial neural network regression as a local search heuristic for ensemble strategies in differential evolution. Nonlinear Dynamics, 2016, pp. 895--914.

(pdf) D. Bajer, G. Martinovič, J. Brest. A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates. Expert Systems with Applications, 2016, pp. 294 - 310.

(pdf) B. Bošković, J. Brest. Genetic Algorithm with Advanced Mechanisms Applied to the Protein Structure Prediction in a Hydrophobic-Polar Model and Cubic Lattice. Applied Soft Computing, 2016, vol. 45, pp. 61-70. DOI 10.1016/j.asoc.2016.04.001.
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(pdf) U. Mlakar, I. Fister Jr. I. Fister. Hybrid self-adaptive Cuckoo search for global optimization. Swarm and Evolutionary Computation, 2016, pp. 47 -- 72.



(pdf) A. Zamuda, J. D. Hernández 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.

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(SharedIt,pdf) B. Bošković, J. Brest. Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model. Journal of Molecular Modeling, 2016, vol. 22, no. 10, pp. 1-15. DOI 10.1007/s00894-016-3104-z.
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(pdf) D. Fister, R. Safarič, I. Fister Jr., I. Fister. Parameter tuning of PI-controller with Bat algorithm. Informatica, 2016, pp. 109--116.

(pdf) 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, 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.

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(pdf) A. Viktorin, R. Senkerik, M. Pluhacek, A. Zamuda. Success Clusters in Differential Evolution. IEEE SSCI2016 Symposium Series on Computational Intelligence, 2016.


(pdf) I. Fister Jr., J. Brest, U, Mlakar, I. Fister. Towards the universal framework of stohastic nature-inspired population-based algorithms. IEEE SSCI2016 Symposium Series on Computational Intelligence, 2016.


(pdf) U. Mlakar, J. Brest, I. Fister Jr., I. Fister. A study of Chaotic maps in Differential Evolution applied to gray-level Image Thresholding. IEEE SSCI2016 Symposium Series on Computational Intelligence, 2016.


(pdf) A. Zamuda. Differential Evolution and Large-Scale Optimization Applications. IGI Global, InfoSci-Videos, April 2016. DOI 10.4018/978-1-5225-0729-1.

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(pdf) A. Zamuda, J. D. Hernandez Sosa, L. Adler. Improving Constrained Glider Trajectories for Ocean Eddy Border Sampling within Extended Mission Planning Time. IEEE Congress on Evolutionary Computation (CEC) 2016, 2016, pp. 1727-1734.

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(pdf) A. Zamuda, U. Mlakar. Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE. IEEE Congress on Evolutionary Computation (CEC) 2016, 2016, pp. 2618-2625.

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(pdf) U. Mlakar. Hybrid Cuckoo Search for constraint engineering design optimization problems. StuCoSReC : proceedings of the 2016 3rd Student Computer Science Research Conference 2016, 2016, pp. 57-60.

(pdf) G. Jurgec, I. Fister. Stiskanje slik z algoritmi po vzorih iz narave. StuCoSReC : proceedings of the 2016 3rd Student Computer Science Research Conference 2016, 2016, pp. 15-21.


Year 2015

International publications

(pdf) A. Glotić, 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.

(JCR Impact Factor=5.746)

Featured article in REGinnovations

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(pdf) A. Zamuda, J. Brest. Self-adaptive control parameters' randomization frequency and propagations in differential evolution. Swarm and Evolutionary Computation, 2015, vol. 25, pp. 72-99. DOI 10.1016/j.swevo.2015.10.007.

Special Issue on Recent Advances in Modern Nature-Inspired Algorithms (RAMONA)

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(pdf) U. Mlakar, B. Potočnik. Automated facial expression recognition based on histograms of oriented gradient feature vector differences. Signal, Image and Video Processing, 2015, pp. 245--253.


(pdf) J. Šilc, 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.

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(pdf) A. Zamuda, U. Mlakar. Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes. Informatica - An International Journal of Computing and Informatics, 2015, vol. 39, no. 2, pp. 105-113.

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(pdf) A. Zamuda, J. D. Hernandez Sosa. Underwater Glider Path Planning and Population Size Reduction in Differential Evolution. Lecture Notes in Computer Science (Computer Aided Systems Theory - EUROCAST 2015), 2015, vol. 9520, pp. 853--860. DOI 10.1007/978-3-319-27340-2_104.

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(pdf) A. Zamuda, J. D. Hernandez Sosa. Underwater Glider Path Planning and Population Reduction in Differential Evolution. Fifteenth International Conference on Computer Aided Systems Theory, February 8-13, 2015, Museo Elder de la Ciencia y la Tecnología, Las Palmas de Gran Canaria, Canary Islands, Spain, 2015, pp. 274-275.

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(pdf) A. Zamuda. Plant morphology reconstruction from real photography through evolutionary optimization and plant animation in emergent ecosystems. Proceedings of the Workshop Methods for Self-Organizing Distributed Systems MeSoDiSy 2015, Laubusch, Lauta, Germany, 5-7 oktober 2015, pp. 29-31.


Year 2014

International publications

(pdf) A. Zamuda, J. Brest. Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution. Information Sciences, 2014, vol. 278, pp. 1-21. DOI 10.1016/j.ins.2014.04.037.

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(pdf) A. Zamuda, J. D. Hernández Sosa. Differential Evolution and Underwater Glider Path Planning Applied to the Short-Term Opportunistic Sampling of Dynamic Mesoscale Ocean Structures. Applied Soft Computing, November 2014, vol. 24, pp. 95–108. DOI 10.1016/j.asoc.2014.06.048.

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(pdf) U. Mlakar, J. Brest, A. Zamuda. Differential Evolution for Self-adaptive Triangular Brushstrokes. Student Workshop on Bioinspired Optimization Methods and their Applications - BIOMA 2014, 13 September 2014, Ljubljana. ŠILC, Jurij (ur.), ZAMUDA, Aleš (ur.). Bioinspired optimization methods and their applications: proceedings of the Student Workshop on Bioinspired Optimization Methods and their Applications - BIOMA 2014, 13 September 2014, Ljubljana, Slovenia. Ljubljana: Jožef Stefan Institute, 2014, pp. 105-116.

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Year 2013

International publications

(pdf) A. Zamuda, J. Brest. Environmental Framework to Visualize Emergent Artificial Forest Ecosystems. Information Sciences, 2013, vol. 220, pp. 522-540. DOI 10.1016/j.ins.2012.07.031.

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(pdf) J. Brest, P. Korosec, J. Silc, A. Zamuda, B. Boskovic, M. S. Maucec. Differential evolution and differential ant-stigmergy on dynamic optimisation problems. International Journal of Systems Science, 2013, vol. 44, no. 4, pp. 663-679. DOI 10.1080/00207721.2011.617899.

(pdf) I. Fister, M. Mernik, B. Filipic. Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm. Computational Optimization and Applications, 2013, vol. 54, pp. 741-770. DOI 10.1007/s10589-012-9496-5.

(pdf) I. Fister, Xin-She Yang, J. Brest, I. Fister Jr.. Modified firefly algorithm using quaternion representation. Expert Systems with Applications, 2013, vol. 40, no. 18, pp. 7220–7230. DOI 10.1016/j.eswa.2013.06.070.

(pdf) I. Fister, I. Fister Jr, X.-S. Yang, J. Brest. A comprehensive review of firefly algorithms. Swarm and Evolutionary Computation, 2013, vol. 13, pp. 34-46. DOI 10.1016/j.swevo.2013.06.001.

(pdf) I. Fister, D. Fister, S. Fong, I. Fister Jr.. Widespread Mobile Devices in Applications for Real-time Drafting Detection in Triathlons. Journal of Emerging Technologies in Web Intelligence, 2013, vol. 5, no. 3, pp. 310-321.

(pdf) D. Fister and J. Kramberger and J. Dugonik. Mobile navigation for sport's pilots. International journal for traffic and transport engineering, 2013, vol. 3, no. 2, pp. 127-138. DOI 10.7708/ijtte.2013.3(2).03.

(pdf) J. Brest, B. Boskovic, A. Zamuda, I. Fister, E. Mezura-Montes. Real Parameter Single Objective Optimization using Self-Adaptive Differential Evolution Algorithm with more Strategies. IEEE Congress on Evolutionary Computation (CEC) 2013, 2013, pp. 377-383.

(pdf) A. Zamuda, J. Brest, E. Mezura-Montes. Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 Real Parameter Optimization. IEEE Congress on Evolutionary Computation (CEC) 2013, 2013, pp. 1925-1931.

(pdf) I. Fister Jr., I. Fister, J. Brest. Comparing various regression methods on ensemble strategies in differential evolution. 19th International Conference on Soft Computing, June 26-28 Brno, 2013, Czech Republic, 2013, pp. 87-92.

(pdf) I. Fister Jr., D. Fister, I. Fister. Differential evolution strategies with random forest regression in the bat algorithm. Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, 2013, pp. 1703-1706.

(pdf) I. Fister Jr., X.-S. Yang, I. Fister, J. Brest, D. Fister. A Brief Review of Nature-Inspired Algorithms for Optimization. Elektrotehniški vestnik, 2013, pp. 116-122.

(pdf) I. Fister Jr., D. Fister, X.-S. Yang. A Hybrid Bat Algorithm. Elektrotehniški vestnik, 2013, pp. 1-7.


Year 2012

International publications

(pdf) I. Fister, M. Mernik, I. Fister, D. Hrncic. Implementation of EasyTime formal semantics using a LISA compiler generator. Computer Science and Information Systems, 2012, vol. 9, no. 3, pp. 1019-1044. DOI 10.2298/CSIS111110021F.

(pdf) A. Zamuda, J. Brest. Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges. Artificial Intelligence and Soft Computing -- ICAISC 2012, 2012, vol. 7269/2012, pp. 154-161. DOI 10.1007/978-3-642-29353-5_18.

(pdf) I. Fister Jr., I. Fister, J. Brest. A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring. Artificial Intelligence and Soft Computing -- ICAISC 2012, 2012, vol. 7269/2012, pp. 66-74. DOI 10.1007/978-3-642-29353-5_8.

(pdf) J. Brest, B. Boskovic, A. Zamuda, I. Fister, M. Sepesy Maucec. Self-Adaptive Differential Evolution Algorithm with a Small and Varying Population Size. 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, 2012, pp. 2827-2834.

(pdf) A. Zamuda, J. Brest. Tree Model Reconstruction Innovization Using Multi-objective Differential Evolution. 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, 2012, pp. 575-582.

(pdf) I. Fister, I. Jr. Fister, J. Brest, V. Zumer. Memetic Artificial Bee Colony Algorithm for Large-Scale Global Optimization. 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, 2012, pp. 3038-3045.

(pdf) I. Fister, Xin-She, I. Fister, J. Brest, YANG. Memetic firefly algorithm for combinatorial optimization. Proceedings of the Fifth International Conference on Bioinspired Optimization Methods and their Applications - BIOMA 2012, 2012, pp. 75-86.

National publications

(pdf) G. Vohl, B. Boskovic, J. Brest. Poker program Rembrant. Electrotechnical Review, 2012, vol. 79, no. 1-2, pp. 13-18.

A. Zamuda. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction: PhD thesis. Faculty of Electrical Engineering and Computer Science, 2012.


Year 2011

International publications

(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction. Applied Soft Computing, 2011, vol. 11, no. 8, pp. 4904-4912. DOI 10.1016/j.asoc.2011.06.009.

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(pdf) J. Brest, M. S. Maucec. Self-adaptive Differential Evolution Algorithm using Population Size Reduction and Three Strategies. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2011, vol. 15, no. 11, pp. 2157-2174. DOI 10.1007/s00500-010-0644-5.

(pdf) B. Boskovic, J. Brest, A. Zamuda, S. Greiner, V. Zumer. History Mechanism Supported Differential Evolution for Chess Evaluation Function Tuning. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2011, vol. 15, no. 4, pp. 667- 682. DOI 10.1007/s00500-010-0593-z.

(pdf) J. Brest, A. Zamuda, I. Fister, B. Boskovic, M. S. Maucec. Constrained real-parameter optimization using a differential evolution algorithm. IEEE SSCI2011 symposium series on computational intelligence, 2011, pp. 9 -16.

(pdf) I. Fister, I. Fister, M. Mernik, J. Brest. Design and implementation of domain-specific language easytime. Comput. syst. struct., October 2011, vol. 37, no. 4, pp. 151 - 167. DOI 10.1016/j.cl.2011.04.001.

(pdf) B. Boskovic, J. Brest. Tuning Chess Evaluation Function Parameters using Differential Evolution Algorithm. INFORMATICA, 2011, vol. 35, no. 2, pp. 283 - 284.

(pdf) I. Fister, M. Mernik, I. Fister, D. Hrncic. Implementation of the domain-specific language easy time using a LISA compiler generator. Proceedings of the Federated Conference on Computer Science and Information Systems, September 2011, pp. 809-816.

(pdf) I. Fister, J. Brest. Using differential evolution for the graph coloring. IEEE SSCI2011 symposium series on computational intelligence : proceedings. Piscataway: IEEE, 2011, pp. 150-156.

National publications

(pdf) B. Boskovic, J. Brest. Chess program Umko. Elektrotehniski vestnik, 2011, vol. 78, no. 3, pp. 153 - 158.

(pdf) I. Fister, I. Fister. Measuring Time in Sporting Competitions with the Domain-Specific Language EasyTime. Elektrotehniski vestnik, 2011, vol. 78, no. 1/2, pp. 36 - 41.

(pdf) I. Fister, I. Fister. Concept of drafting detection system in Ironmans. Elektrotehniski vestnik, 2011, vol. 78, no. 4, pp. 218 - 222.

(pdf) B. Boskovic, J. Brest, D. Casar. Mehanizem samoprilagodljivih krmilnih parametrov v algoritmu diferencialne evolucije. Zbornik dvajsete mednarodne Elektrotehniške in računalniške konference ERK 2011, 2011, pp. 209-212.

(pdf) A. Zamuda. Diferencialna evolucija realnih industrijskih izzivov CEC 2011. Zbornik dvajsete mednarodne Elektrotehniske in racunalniske konference ERK 2011, 2011, pp. 185-188.

(pdf) A. Zamuda, A. Cep, J. Brest. Optimizacija medatomskega energijskega potenciala Lennard-Jones z diferencialno evolucijo na arhitekturi CUDA. Zbornik dvajsete mednarodne Elektrotehniske in racunalniske konference ERK 2011, 2011, pp. 197-200.

(pdf) D. Casar, B. Boskovic, J. Brest. Sahovski program Umko za Android. Zbornik dvajsete mednarodne Elektrotehniske in racunalniske konference ERK 2011, 2011, pp. 71-74.

(pdf) I. Fister ml., I. Fister, J. Brest, B. Boskovic. Odkrivanje voznje v zavetrju na triatlonskih tekmovanjih: stvarnost ali iluzija. Zbornik dvajsete mednarodne Elektrotehniske in racunalniske konference ERK 2011, 2011, pp. 111-114.

(pdf) C. Drofenik, B. Boskovic, J. Brest. Spletna aplikacija za generiranje poljubno strukturiranih datotek. Zbornik dvajsete mednarodne Elektrotehniske in racunalniske konference ERK 2011, 2011, pp. 55-58.


Year 2010

International publications

(pdf) I. Fister, M. Mernik, B. Filipic. A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry. Applied soft computing, 2010, vol. 10, no. 2, pp. 409-422. DOI 10.1016/j.asoc.2009.08.001.

(pdf) M. S. Maucec, J. Brest. Reduction of Morpho-syntactic Features in Statistical Machine Translation of Highly Inflective Language. INFORMATICA, 2010, vol. 21, no. 1, pp. 95-116 (ISSN **0868-4952).

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. Woody Plants Model Recognition by Differential Evolution. The 4th International Conference on Bioinspired Optimization Methods and their Applications (BIOMA 2010), 2010, pp. 205-215.

(pdf) J. Brest, A. Zamuda, I. Fister, M. Sepesy Maucec. Large Scale Global Optimization using Self-adaptive Differential Evolution Algorithm. 2010 IEEE World Congress on Computational Intelligence, July 18 - 23, Barcelona, Spain, 2010, pp. 3097-3104.

(pdf) J. Brest, B. Boskovic, V. Zumer. An Improved Self-adaptive Differential Evolution Algorithm in Single Objective Constrained Real-Parameter Optimization. 2010 IEEE World Congress on Computational Intelligence, July 18 - 23, Barcelona, Spain, 2010, pp. 1073-1080.

National publications

(pdf) B. Boskovic. Uglasevanje sahovske ocenitvene funkcije s pomocjo algoritma diferencialne evolucije. PhD Thesis, 2010.

(pdf) B. Boskovic, J. Brest, D. Casar, V. Zumer. Evolucijska arena. Zbornik devetnajste mednarodne Elektrotehniške in računalniške konference ERK 2010, 2010, pp. 165-168.

(pdf) A. Zamuda, J. Brest. Veckriterijska rekonstrukcija numericno kodiranih proceduralnih modelov dreves z diferencialno evolucijo. Zbornik devetnajste mednarodne Elektrotehniške in računalniške konference ERK 2010, 2010, pp. 169-172.

(pdf) D. Casar, B. Boskovic, J. Brest, V. Zumer. Avtomatizacija varnostnih nastavitev streznika Debian. Zbornik devetnajste mednarodne Elektrotehniške in računalniške konference ERK 2010, 2010, pp. 155-158.

(pdf) M. Pulko, B. Boskovic, J. Brest. KDE4 namizje – plazma in javascript plazmoidi. Zbornik devetnajste mednarodne Elektrotehniške in računalniške konference ERK 2010, 2010, pp. 18-21.

(pdf) I. Fister ml., I. Fister. Uporaba domensko specificnega jezika pri merjenju casa na sportnih tekmovanjih. Zbornik devetnajste mednarodne Elektrotehniške in računalniške konference ERK 2010, 2010, pp. 409-410.


Year 2009

International publications

(pdf) S. Greiner, J. Brest, V. Zumer. Zero - A blend of static typing and dynamic metaprogramming. Computer Languages, Systems & Structures, 2009, vol. 35, no. 3, pp. 241-251. DOI 10.1016/j.cl.2008.04.001.

(pdf) M. S. Maucec, T. Rotovnik, Z. Kacic, J. Brest. USING DATA-DRIVEN SUB-WORD UNITS IN LANGUAGE MODEL OF HIGHLY INFLECTIVE SLOVENIAN LANGUAGE. International Journal of Pattern Recognition and Artificial Intelligence, 2009, vol. 23, no. 2, pp. 287-312.

(pdf) S. Greiner. Run-time Manipulation of Programs in a Statically-Typed Language. INFORMATICA, 2009, vol. 33, no. 3, pp. 397-398.

(pdf) M. S. Maucec, J. Brest. Statistical Machine Translation from Slovenian to English Using Reduced Morphology. Lecture Notes in Computer Science, 2009, vol. 5603, no. Human Language Technology. Challenges of the Information Society, pp. 451-460.

(pdf) J. Brest. Constrained Real-Parameter Optimization with ε-Self-Adaptive Differential Evolution. Studies in Computational Intelligence, ISBN: 978-3-642-00618-0, Mezura-Montes, Efrén (Ed.), 2009, vol. 198, pp. 73-93.

(pdf) J. Brest. Differential Evolution with Self-Adaptation. Encyclopedia of Artificial Intelligence, Information Science Reference: IGI Global, 2009, pp. 488-493.

(pdf) J. Brest, A. Zamuda, B. Boskovic, V. Zumer. Dynamic Optimization using Self-Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation (CEC) 2009, 2009, pp. 415-422.

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization. IEEE Congress on Evolutionary Computation (CEC) 2009, 2009, pp. 195-202.

National publications

(pdf) A. Zamuda, J. Brest, V. Zumer. Razpoznava numericno kodiranih proceduralnih modelov iz slik naravnih dreves z uporabo diferencialne evolucije. Zbornik osemnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2009, pp. 171-174.

(pdf) M. Pulko, B. Boskovic, J. Brest. Programiranje graficnih vmesnikov s knjiznico QT. Zbornik osemnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2009, pp. 27-30.

(pdf) J. Brest. Statisticno strojno prevajanje iz slovenscine v anglescino. AVN - Algoritmi po vzorih iz narave, Maribor, 2009, pp. ??.

(pdf) A. Zamuda. Vpliv velikosti populacije diferencialne evolucije na razpoznavo proceduralnih modelov naravnih dreves. AVN - Algoritmi po vzorih iz narave, Maribor, 2009, pp. ??.


Year 2008

International publications

(pdf) J. Brest, M. S. Maucec. Population Size Reduction for the Differential Evolution Algorithm. Applied Intelligence, 2008, vol. 29, no. 3, pp. 228-247. DOI 10.1007/s10489-007-0091-x.

(pdf) J. Brest, A. Zamuda, B. Boskovic, V. Zumer. An Analysis of the Control Parameters’Adaptation in DE. Advances in Differential Evolution, Studies in Computational Intelligence, (ISBN: 978-3-540-68827-3), Chakraborty, Uday K. (Ed.), 2008, vol. 143, pp. 89-110.

(pdf) B. Boskovic, S. Greiner, J. Brest, A. Zamuda, V. Zumer. An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program. Advances in Differential Evolution, Studies in Computational Intelligence, (ISBN: 978-3-540-68827-3), Chakraborty, Uday K. (Ed.), 2008, vol. 143, pp. 287-298.

(pdf) J. Brest, A. Zamuda, B. Boskovic, M. S. Maucec, V. Zumer. High-dimensional Real-parameter Optimization Using Self-adaptive Differential Evolution Algorithm with Population Size Reduction. 2008 IEEE World Congress on Computational Intelligence, 2008, pp. 2032-2039.

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution. 2008 IEEE World Congress on Computational Intelligence, 2008, pp. 3719-3726.

(pdf) J. Brest, A. Zamuda, B. Boskovic, S. Greiner, M. S. Maucec, V. Zumer. Self-Adaptive Differential Evolution with SQP Local Search. The Third International Conference on Bioinspired Optimization Methods and their Applications, 2008, pp. 59-69.

National publications

(pdf) J. Brest, A. Zamuda, B. Boskovic, V. Zumer. Globalna optimizacija problemov z velikim stevilom dimenzij. Elektrotehniski vestnik, 2008, vol. 75, no. 5, pp. 299-304.

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. studija samoprilagajanja krmilnih parametrov pri algoritmu DEMOwSA. Elektrotehniski vestnik, 2008, vol. 75, no. 4, pp. 223-228.

(pdf) B. Boskovic, J. Brest, A. Zamuda, V. Zumer. Ratingiranje pri uglasevanju sahovskega programa z algoritmom diferencialne evolucije. Zbornik sedemnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2008, pp. 103-106.

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. Diferencialna evolucija za veckriterijsko optimizacijo s samoprilagajanjem in z lokalnim preiskovanjem SQP. Zbornik sedemnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2008, pp. 123-126.

(pdf) A. Zamuda. Modeliranje, simulacija in upodabljanje gozdov z aplikacijo EcoMod. Eureka! Inovacije mladih - Natecaj najbolj inventivni in podjetnisko usmerjeni projekti 2008, 2008, pp. 1-4.

(pdf) J. Brest. Samoprilagodljiva diferencialna evolucija z lokalnim preiskovanjem SQP. AVN - Algoritmi po vzorih iz narave, Ljubljana, 2008, pp. ??.

(pdf) A. Zamuda. Diferencialna evolucija za veckriterijsko optimizacijo s samoprilagajanjem in z lokalnim preiskovanjem SQP. AVN - Algoritmi po vzorih iz narave, Portoroz, 2008, pp. ??.

(pdf) B. Boskovic. Ratingiranje pri uglasevanju sahovskega programa z algoritmom diferencialne evolucije. AVN - Algoritmi po vzorih iz narave, Portoroz, 2008, pp. ??.

A. Zamuda. Samoprilagajanje krmilnih parametrov pri algoritmu diferencialne evolucije za veckriterijsko optimizacijo: MSc thesis. Faculty of Electrical Engineering and Computer Science, 2008.


Year 2007

International publications

(pdf) J. Brest, B. Boskovic, S. Greiner, V. Zumer, M. S. Maucec. Performance comparison of self-adaptive and adaptive differential evolution algorithms. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 2007, vol. 11, no. 7, pp. 617-629. DOI 10.1007/s00500-006-0124-0.

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. Differential Evolution for Multiobjective Optimization with Self Adaptation. The 2007 IEEE Congress on Evolutionary Computation CEC2007, 2007, pp. 3617-3624.

(pdf) A. Zamuda, J. Brest, N. Guid, and V. Zumer. Modelling, Simulation, and Visualization of Forest Ecosystems. The IEEE Region 8 EUROCON 2007: International conference on 'Computer as a tool', September 9-12, 2007, Warsaw, Poland, 2007, pp. 2600-2606.

(pdf) M. S. Maucec and J. Brest. Data Sparsity Reduction in Statistical Machine Translation From Highly Inflected Language to English. 3rd Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, October 5-7, 2007, Poznan, Poland, 2007, pp. 448-452.

National publications

(pdf) J. Brest, V. Zumer, M. S. Maucec. Population size in differential evolution algorithm. Elektroteh. vestn., 2007, vol. 74, no. 1-2, pp. 55-60.

(pdf) J. Brest, A. Zamuda, B. Boskovic, V. Zumer. Veckriterijska optimizacija: primerjava algoritmov MOjDE in DEMO. Zbornik sestnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2007, pp. 85-88.

(pdf) B. Boskovic, J. Brest, A. Zamuda, V. Zumer. Uglasevanje sahovskega programa BBChess z uporabo algoritma diferencialne evolucije. Zbornik sestnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2007, pp. 73-76.

(pdf) A. Zamuda, J. Brest, B. Boskovic, V. Zumer. Veckriterijska optimizacija: eksperimentalni rezultati algoritmov MOjDE in DEMO. Zbornik sestnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2007, pp. 89-92.

(pdf) A. Zamuda. Modeliranje, simulacija in upodabljanje gozdov. Abakus, 2007, pp. 22-23.

(pdf) S. Tutek. Svoboda! Ali vas zanima prosta kola, prosto pivo ali prosta programska oprema?. Abakus, 2007, vol. 7, no. 1, October, pp. 22-24.

(pdf) J. Brest. Globalna optimizacija z velikim stevilom dimenzij. AVN - Algoritmi po vzorih iz narave, Maribor, 2007, pp. ??.

(pdf) J. Brest. Veckriterijska optimizacija: primerjava algoritmov MOjDE in DEMO. AVN - Algoritmi po vzorih iz narave, Portoroz, 2007, pp. ??.

(pdf) B. Boskovic. AODE - alogoritem diferencialne evolucije, ki temelji na nasprotjih. AVN - Algoritmi po vzorih iz narave, Maribor, 2007, pp. ??.

(pdf) B. Boskovic. Uglasevanje sahovskega programa BBChess z uporabo algoritma diferencialne evolucije. AVN - Algoritmi po vzorih iz narave, Portoroz, 2007, pp. ??.

(pdf) A. Zamuda. Interaktivno gojenje ekosistemov z operatorji evolucije. AVN - Algoritmi po vzorih iz narave, Maribor, 2007, pp. ??.

(pdf) A. Zamuda. Veckriterijska optimizacija: eksperimentalni rezultati algoritmov MOjDE in DEMO. AVN - Algoritmi po vzorih iz narave, Portoroz, 2007, pp. ??.

(pdf) A. Zamuda. Testne funkcije in metrike za veckriterijsko optimizacijo. AVN - Algoritmi po vzorih iz narave, Ljubljana, 2007, pp. ??.


Year 2006

International publications

(pdf) J. Brest, S. Greiner, B. Boskovic, M. Mernik, V. Zumer. Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems. IEEE Transactions on Evolutionary Computation, 2006, vol. 10, no. 6, pp. 646-657. DOI 10.1109/TEVC.2006.872133.

(pdf) M. Sepesy Maucec, J. Brest, Z. Kacic. Statistical alignment models in machine translation from Slovenian to English. Electrotechnical Review, 2006, vol. 5, no. 73, pp. 273-278.

(pdf) J. Brest, V. Zumer, M. S. Maucec. Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization. 2006 IEEE World Congress on Computational Intelligence, 2006, pp. 919-926.

(pdf) B. Boskovic, S. Greiner, J. Brest, V. Zumer. A Differential Evolution for the Tuning of a Chess Evaluation Function. 2006 IEEE World Congress on Computational Intelligence, 2006, pp. 6742-6747.

(pdf) J. Brest, V. Zumer, M. S. Maucec. CONTROL PARAMETERS IN SELF-ADAPTIVE DIFFERENTIAL EVOLUTION. The 2nd International Conference on Bioinspired Optimization Methods and their Applications, 2006, pp. 35-44.

(pdf) M. S. Maucec, J. Brest, Z. Kacic. Slovenian to English Machine Translation using Corpora of Different Sizes and Morpho-syntactic Information. Language Technologies Conference: proceedings of the 9th International Multiconference Information Society IS 2006, 2006, pp. 222-225.

(pdf) S. Greiner, J. Brest, V. Zumer. Advantages of dynamic method-oriented mechanism in a statically typed object-oriented programming language Z0. Proceedings of the 28th International Conference on Information Technology Interfaces, 2006, pp. 433-438.

(pdf) A. Zamuda, J. Brest, N. Guid, and V. Zumer. Construction of Virtual Trees within Ecosystems with EcoMod Tool. IPSI-2006 Slovenia, International Conference on Advances in the Internet, Processing, Systems, and Interdisciplinary Research, Book of Abstracts, 2006, pp. 15.

National publications

(pdf) B. Boskovic, J. Brest, V. Zumer. Objektno orientirano nacrtovanje in implementacija racunalniskega saha. Elektroteh. vestn., 2006, vol. 1, no. 73, pp. 31-37.

(pdf) I. Pesl, V. Zumer, J. Brest. ACO - Ant Colony Optimization. Electrotechnical Review, 2006, vol. 2-3, no. 73, pp. 93-98.

(pdf) B. Boskovic, S. Greiner, J. Brest, V. Zumer. Adaptivni algoritem diferencialne evolucije za uglasevanje parametrov ocenitve funkcije racunalniskega saha. Zbornik petnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2006, pp. 83-86.

(pdf) J. Brest, M. S. Maucec, B. Boskovic, S. Greiner, V. Zumer. Optimizacija z omejitvami: eksperimentalni rezultati s samo-prilagodljivim algoritmom diferencialne evolucije. Zbornik petnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2006, pp. 91-94.

(pdf) A. Zamuda, N. Guid. Modeliranje, simulacija in upodabljanje gozdov. Zbornik petnajste mednarodne Elektrotehniske in racunalniske konference ERK, 2006, pp. 391-392.

(pdf) B. Boskovic, J. Brest. Racunalniski sah. Abakus, 2006, pp. 18.

(pdf) J. Brest. Optimizacija z omejitvami: eksperimentalni rezultati s samo-prilagodljivim algoritmom diferencialne evolucije. AVN - Algoritmi po vzorih iz narave, Portoroz, 2006, pp. ??.

(pdf) J. Brest. Constrained-based optimizations with DE. AVN - Algoritmi po vzorih iz narave, Ljubljana, 2006, pp. ??.

(pdf) B. Boskovic. Adaptivni algoritem diferencialne evolucije za uglasevanje parametrov ocenitve funkcije racunalniskega saha. AVN - Algoritmi po vzorih iz narave, Portoroz, 2006, pp. ??.


Year 2005

International publications

(pdf) S. Greiner, D. Rebernak, J. Brest, V. Zumer. Z0 - A Tiny Experimental Language. SIGPLAN not., 2005, vol. 40, no. 8, pp. 19-28. DOI 10.1145/1089851.1089856.

(pdf) B. Boskovic, S. Greiner, J. Brest, V. Zumer. The Representation of Chess Game. Proceedings of the 27th International Conference on Information Technology Interfaces, 2005, pp. 381-386.

(pdf) J. Brest, J. Zerovnik. A Heuristic for the Asymmetric Traveling Salesman Problem. The 6th Metaheuristics International Conference, 2005, pp. 145-150.

(pdf) J. Brest, S. Greiner, B. Boskovic, V. Zumer. A Heuristic Algorithm for Function Optimization. Proceedings MIPRO, 2005, pp. 91-94.

National publications

(pdf) S. Greiner, J. Brest, V. Zumer. Nacrtovanje porazdeljene arhitekture za simultano izvajanje programskih bremen. Elektroteh. vestn., 2005, vol. 72, no. 2-3, pp. 91-96.

(pdf) J. Brest, S. Brest, J. Zerovnik. Primerjava hevristicnih algoritmov za trgovskega potnika. Zbornik stirinajste mednarodne Elektrotehniske in racunalniske konference ERK, 2005, pp. 41-44.

(pdf) B. Boskovic, S. Greiner, J. Brest, V. Zumer. Ucenje racunalniskega saha z uporabo algoritma diferencialne evolucije. Zbornik stirinajste mednarodne Elektrotehniske in racunalniske konference ERK, 2005, pp. 71-74.

(pdf) J. Brest, B. Boskovic, S. Greiner, V. Zumer. Nastavitev parametrov pri algoritmu diferencialne evolucije. Zbornik stirinajste mednarodne Elektrotehniske in racunalniske konference ERK, 2005, pp. 79-82.

(pdf) J. Brest. Samo-prilagodljivi parametri DE. AVN - Algoritmi po vzorih iz narave, Maribor, 2007, pp. ??.

(pdf) J. Brest. Nastavitev parametrov pri algoritmu diferencialne evolucije. AVN - Algoritmi po vzorih iz narave, Portoroz, 2007, pp. ??.

(pdf) B. Boskovic. Ucenje racunalniskega saha z uporabo algoritma diferencialne evolucije. AVN - Algoritmi po vzorih iz narave, Portoroz, 2007, pp. ??.

(pdf) B. Boskovic. Ucenje racunalniskega saha z evolucijskim pristopom. AVN - Algoritmi po vzorih iz narave, Ljubljana, 2007, pp. ??.