Publications


Here listed are some of my authored publications. Also, see and access my co-authored publications at ResearchGate or at LabRAJ. Below listed are my leading experiences and skill fluencies. Please do not hesitate to email me requests for an author version of final article PDF if you have no access to final papers, which have some more editorial improvements included than the manuscripts.

Journal publications (JCR Q1)

(manuscript 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
BibTeX
(pdf) 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.
BibTeX
(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.
BibTeX
(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, Vol. 24, November 2014, pp. 95-108. DOI 10.1016/j.asoc.2014.06.048.
BibTeX
(pdf) 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.
BibTeX
(pdf) 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.
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(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction. Applied Soft Computing, vol. 11, no. 8, pp. 4904-4912, 2011. DOI 110.1016/j.asoc.2011.06.009.
BibTeX

The manuscripts provided are with permission by Elsevier B.V.

Conferences, chapters & non-JCR journal publications

Robin Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G Lobo, Julian Miller, Pietro S Oliveto, Mike Preuss, Giovanni Squillero, Alberto Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wróbel, Aleš Zamuda. Workshops at PPSN 2018. In: Auger A., Fonseca C., Lourenço N., Machado P., Paquete L., Whitley D. (eds) Parallel Problem Solving from Nature – PPSN XV. PPSN 2018. Lecture Notes in Computer Science, vol 11102, pp. 490-497. Springer, Cham.

 

Aleš Zamuda, Goran Hrovat, Elena Lloret, Miguel Nicolau, Christine Zarges. Examples Implementing Black-Box Discrete Optimization Benchmarking Survey for BB-DOB@GECCO and BB-DOB@PPSN. In Black Box Discrete Optimization Benchmarking (BB-DOB) Workshop at 15th International Conference on Parallel Problem Solving from Nature (PPSN 2018), September 8-12, 2018, Coimbra, Portugal.

 

A. Zamuda, M. Nicolau, C. Zarges. A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking. Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2018), 2018, 1777-1782.

 

A. Zamuda. Optimization Algorithms (invited talk). IEEE Region 8 Student and Young Professional Congress, Porto, Portugal, 2018.

 

A. Zamuda. Differential Evolution for Evolutionary Computation Challenges: examples from tree growth, energy scheduling, and deep ocean underwater robotics (invited tutorial).  24th International Conference on Soft Computing, 2018.

 

A. Zamuda, J. Brest. On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design. 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), 2018, 1-5.

 

A. Zamuda. Differential Evolution and Systems, Signals, and Image Processing (invited tutorial). 25th International Conference on Systems, Signals and Image Processing (IWSSIP), 2018, 1-28.

 

A. Viktorin, R. Senkerik, M. Pluhacek, T. Kadavy, A. Zamuda. Distance based parameter adaptation for differential evolution. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, 1-7.

 

A. Zamuda, C. Zarges, G. Stiglic, G. Hrovat. Stability selection using a genetic algorithm and logistic linear regression on healthcare records. Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2017), 2017, 143-144.

 

A. Zamuda. Adaptive Constraint Handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization. Proceedings of the 2017 IEEE Congress on Evolutionary Computation (CEC), 2017, pp. 2443–2450.

 

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

 

A. Zamuda, J. D. Hernández Sosa, L. Adler. Improving constrained glider trajectories for ocean eddy border sampling within extended mission planning time. 2016 IEEE Congress on Evolutionary Computation (CEC), 2016, 1727-1734.

 

A. Zamuda, J. D. Hernandez Sosa, L. Adler. Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE. IEEE Congress on Evolutionary Computation (CEC), 2016, pp. 2618-2625.

 

(free full paper open-access pdf) Heiko Hamann, Yara Khaluf, Jean Botev, Mohammad Divband Soorati, Eliseo Ferrante, Oliver Kosak, Jean-Marc Montanier, Sanaz Mostaghim, Richard Redpath, Jonathan Timmis, Frank Veenstra, Mostafa Wahby and Aleš 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
BibTeX

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.

 

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.

 

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.

 

A. Zamuda, Janez Brest, and 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, Cancun, Mexico, 2013, pp. 1925-1931.

 

A. Zamuda. Diferencialna evolucija za rekonstrukcijo parametriziranih proceduralnih drevesnih modelov: dispozicija potrjene teme doktorske disertacije. Univerza v Mariboru, Fakulteta za elektrotehniko, računalništvo in informatiko, 2011.

 

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.

 

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.

 

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

 

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

 

A. Zamuda, J. Brest, B. Bošković, V. Žumer. Differential Evolution for Multiobjective Optimization with Self Adaptation. The 2007 IEEE Congress on Evolutioary Computation CEC2007, 2007, pp. 3617-3624.

 

A. Zamuda, J. Brest, N. Guid, and V. Žumer. 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.

 

A. Zamuda, J. Brest, N. Guid, and V. Žumer. 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.

PhD dissertation, MSc & BSc theses

A. Zamuda. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction: PhD thesis. Faculty of Electrical Engineering and Computer Science, 2012. (info: main thought encoding protocol in the file: Slovene language text)

 

A. Zamuda. Samoprilagajanje krmilnih parametrov pri algoritmu diferencialne evolucije za večkriterijsko optimizacijo: magistrsko delo. Univerza v Mariboru, Fakulteta za elektrotehniko, računalništvo in informatiko, 2008.

 

A. Zamuda. Modeliranje, simulacija in upodabljanje drevesnih ekosistemovUniverza v Mariboru, Fakulteta za elektrotehniko, računalništvo in informatiko, diplomska naloga.

More publications in Slovenian language

A. Zamuda, J. Brest, B. Bošković, V. Žumer. Študija samoprilagajanja krmilnih parametrov pri algoritmu DEMOwSA. Elektrotehniški vestnik, 2008, vol. 75, no. 4.

A. Zamuda, J. Brest, B. Bošković, V. Žumer. Diferencialna evolucija za večkriterijsko optimizacijo s samoprilagajanjem in z lokalnim preiskovanjem SQP. Zbornik sedemnajste mednarodne Elektrotehniške in računalniške konference ERK, 2008, pp. 123-126.

A. Zamuda, J. Brest, B. Bošković, V. Žumer. Večkriterijska optimizacija: eksperimentalni rezultati algoritmov MOjDE in DEMO. Zbornik šestnajste mednarodne Elektrotehniške in računalniške konference ERK, 2007, pp. 89-92.

A. Zamuda, J. Brest, V. Žumer. Razpoznava numerično kodiranih proceduralnih modelov iz slik naravnih dreves z uporabo diferencialne evolucije. Zbornik osemnajste mednarodne Elektrotehniške in računalniške konference ERK, 2009, pp. 171-174.

A. Zamuda, N. Guid. Modeliranje, simulacija in upodabljanje gozdov. Zbornik petnajste mednarodne Elektrotehniške in računalniške konference ERK, 2006, pp. 391-392.

A. Zamuda, D. Strnad. Interaktivni modelirnik realističnih animiranih dreves. Zbornik trinajste mednarodne Elektrotehniške in računalniške konference ERK, 2004, pp. 11-14.

A. Zamuda. Modeliranje, simulacija in upodabljanje gozdov z aplikacijo EcoMod. Eureka! Inovacije mladih – Natečaj najbolj inventivni in podjetniško usmerjeni projekti 2008, 2008, pp. 1-4.

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