Janez Brest

Title: Full Professor Level of education: Ph. D. in Computer Science Membership in organizations: IEEE, ACM Room: F-204, Tuesday 8 -10h Phone: (+386 62) 220 7452 E-mail: janez.brest@uni-mb.si Home page: http://marcel.uni-mb.si/janez/

GoogleScholar Cites

Research ID: http://www.researcherid.com/rid/B-8013-2008

Citing Articles Network for J. Brest: Citing articles network

IEEE Symposium on Differential Evolution 2014 (SDE 2014)

• • part of 2014 IEEE Symposium Series on Computational Intelligence (SSCI 2014), 9 - 12 December 2014, Orlando, Florida
  • Paper submission: 15 June 2014

IEEE Symposium on Differential Evolution 2013 (SDE 2013)

• • part of 2013 IEEE Symposium Series on Computational Intelligence (SSCI 2013), 16 - 19 April 2013, Singapore
  • Paper submission: 10 October 2012

Symposium on Swarm Intelligence and Differential Evolution (SIDE 2012)

• • April 29 - May 3, 2012, organized in as part of the ICAISC 2012
  • Submission of papers in accordance with Springer guidelines: October 20, 2011

IEEE Symposium on Differential Evolution (SDE 2011)

• SDE 2011 will be at IEEE Symposium Series on Computational Intelligence (SSCI 2011) April 11 – 15, 2011 Halle aux Farines, Paris, France
• SDE 2011 Chairs:
  • Janez Brest, University of Maribor, Slovenia.
  • Swagatam Das, Jadavpur University, India.
  • Ponnuthurai Nagaratnam Suganthan, Nanyang Technological University, Singapore.
    

• http://www.ieee-ssci.org/2011

Programme-Funded Units

• Computer systems, methodologies and cybernetics, until 2003; member of the program group.
• Computer Systems, Methodologies, and Intelligent Services, from 2004; member of the program group.

Research work

• Research activity of the laboratory
• Differential evolution and self-adaptation of parameters (see also bibliography)

• Multiobjective optimization and evolutionary algorithms

• Reviewers and other activities
  • member of IEEE Computational Intelligence Society
  • reviewer for international scientific journal IEEE Transactions on Evolutionary Computation
  • reviewer for international scientific journal Evolutionary Computation - MIT Press
  • reviewer for international scientific journal Information Sciences - Elsevier
  • reviewer for international scientific journal Computers & Industrial Engineering - Elsevier
  • reviewer for international scientific journal Advances in Engineering Software - Elsevier
  • etc...
  • PC member of track GT:Evolutionary Optimization IEEE Congress on Evolutionary Computation (IEEE CEC 2009), Trondheim, Norway 2009
  • PC member of track SS:Differential Evolution IEEE Congress on Evolutionary Computation (IEEE CEC 2009), Trondheim, Norway 2009
  • PC member of track SS:Evolutionary Computation in Dynamic and Uncertain Environments IEEE Congress on Evolutionary Computation (IEEE CEC 2009), Trondheim, Norway 2009
  • PC member of track SS:Performance Assesment of Constrained/Bound Constrained Multi-Objective Optimization Algorithms IEEE Congress on Evolutionary Computation (IEEE CEC 2009), Trondheim, Norway 2009
  • reviewer for international scientific conference International Symposium Advances in Artificial Intelligence and Applications (AAIA'09), International Multiconference on Computer Science and Information Technology
  • reviewer for international scientific conference Workshop on Computational Optimization (WCO'09), International Multiconference on Computer Science and Information Technology
  • international program commitee member of International Symposium Advances in Artificial Intelligence and Applications (AAIA'07), International Multiconference on Computer Science and Information Technology
  • reviewer for international scientific conference International Symposium Advances in Artificial Intelligence and Applications (AAIA'08), International Multiconference on Computer Science and Information Technology
  • international technical comitee member of IEEE WCCI CEC2008, Hong Kong (Congress on Evolutionary Computation)
  • reviewer for international scientific conference IEEE WCCI CEC2008, Hong Kong (Congress on Evolutionary Computation)
  • international program comitee member of IEEE CEC2007, Singapur (Congress on Evolutionary Computation)
  • reviewer for international scientific conference IEEE CEC2007, Singapur (Congress on Evolutionary Computation)
  • reviewer for international scientific conference (IEEE World Congress on Computational Intelligence, 2006, Vancouver, Canada (Congress on Evolutionary Computation))
  • program committe member (International Conference on Bioinspired Optimization Methods and their Applications -- BIOMA'06, BIOMA008)
  • workshop member of Algoritmi po vzorih iz narave
• Bibliography accessible trough system COBISS
  • researcher profile at SICRIS
    • evaluation of bibliographic indicators of research efficiency with ARRS methodology

Book chapters

• J. Brest. Constrained Real-Parameter Optimization with ε-Self-Adaptive Differential Evolution Constraint-Handling in Evolutionary Optimization Series: Studies in Computational Intelligence , Vol. 198, Mezura-Montes, Efrén (Ed.) 2009, Approx. 265 p., Hardcover, ISBN: 978-3-642-00618-0, Due: March 2009

• J. Brest, A. Zamuda, B. Bošković, V. Žumer. 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.

• B. Bošković, S. Greiner, J. Brest, A. Zamuda, V. Žumer. 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.

Bibliography in BibTeX, PDF, or DVI format (see also bibliography)

Highly cited TEC paper

Paper 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, Issue 6, pp. 646-657. DOI 10.1109/TEVC.2006.872133 has been cited several times:

• (15.7.2010):
  • 410 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 612 citations (source Scopus)
  • 769 citations (source: Google Scholar)
  • Our paper takes 2nd place in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal among all papers published in YEAR 2006, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science) - na strežniku Thomson Reuters).

• (15.7.2010):
  • 90 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 123 citations (source Scopus)
  • 147 citations (source: Google Scholar)
  • Our paper takes 2nd place in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal among all papers published in YEAR 2006, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science) - na strežniku Thomson Reuters).

• (4.10.2009):
  • 26 citations in JCR journals (source ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 46 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 67 citations (source Scopus)
  • 88 citations (source: Google Scholar)
  • Our paper takes 3rd place in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal among all papers published in YEAR 2006, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science) - na strežniku Thomson Reuters).

• (6.5.2009):
  • 14 citations in JCR journals (source ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 30 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 49 citations (source Scopus)
  • 59 citations (source: Google Scholar)
  • Our paper takes 3rd place in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal among all papers published in YEAR 2006, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science) - na strežniku Thomson Reuters).

• (27.2.2009):
  • 11 citations in JCR journals (source ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 19 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 41 citations (source Scopus)
  • 51 citations (source: Google Scholar)
  • Our paper takes 4th place in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal among all papers published in YEAR 2006, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science)).

• (04.11.2008):
  • 7 citations in JCR journals (source Web of Science - local server IZUM)
  • 14 citattions in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 24 citations (source Scopus)
  • 30 citations (source: Google Scholar)
  • Our paper takes 3rd place in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION journal among all papers published in YEAR 2006, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science)).

Highly cited SC paper

Paper J. Brest, B. Boskovic, S. Greiner, V. Zumer, M. Sepesy 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 has been cited several times:

• (15.7.2010):
  • 24 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 30 citations (source Scopus)
  • 38 citations (source: Google Scholar)
  • Our paper takes 1st - 2nd place in Soft Computing - A Fusion of Foundations, Methodologies and Applications journal among all 122 papers published in YEAR 2007, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science)).

• (4.10.2009):
  • 6 citations in JCR journals (source ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 16 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 20 citations (source Scopus)
  • 23 citations (source: Google Scholar)
  • Our paper takes 1st place in Soft Computing - A Fusion of Foundations, Methodologies and Applications journal among all 122 papers published in YEAR 2007, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science)).

Highly cited APIN paper

Paper J. Brest, M. Sepesy 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 has been cited several times:

• (15.7.2010):
  • 11 citations in JCR journals and in ISI proceedings (source: ISI Web of Knowledge (Web of Science) - Thomson Reuters)
  • 9 citations (source Scopus)
  • 26 citations (source: Google Scholar)
  • Our paper takes 1st - 2nd place in Soft Computing - A Fusion of Foundations, Methodologies and Applications journal among all 122 papers published in YEAR 2007, based on how many times the article has been cited. (source: ISI Web of Knowledge (Web of Science)).