Difference between revisions of "Evolutionary algorithm jDE"
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{{cite journal nopages | | {{cite journal nopages | | ||
| − | authors = J. Brest, S. Greiner, B. | + | authors = J. Brest, S. Greiner, B. Boskovic, M. Mernik, V. Zumer | |
title = Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems | | title = Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems | | ||
url = | url = | ||
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{{cite journal nopages | | {{cite journal nopages | | ||
| − | authors = J. Brest, B. | + | authors = J. Brest, B. Boskovis, S. Greiner, V. Zumer, M. S. Maucec | |
title = Performance comparison of self-adaptive and adaptive differential evolution algorithms | | title = Performance comparison of self-adaptive and adaptive differential evolution algorithms | | ||
url = | url = | ||
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{{cite conference local | | {{cite conference local | | ||
| − | authors = J. Brest, V. | + | authors = J. Brest, V. Zumer, M. S. Maucec | |
title = Self-adaptive differential evolution algorithm in constrained real-parameter optimization | | title = Self-adaptive differential evolution algorithm in constrained real-parameter optimization | | ||
url = Media:Janez cec06.pdf | | url = Media:Janez cec06.pdf | | ||
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{{cite | | {{cite | | ||
| − | authors = J. Brest, M. S. | + | authors = J. Brest, M. S. Maucec | |
title = Population Size Reduction for the Differential Evolution Algorithm | | title = Population Size Reduction for the Differential Evolution Algorithm | | ||
url = http://www.springerlink.com/content/k173214714252683/fulltext.pdf | | url = http://www.springerlink.com/content/k173214714252683/fulltext.pdf | | ||
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{{cite | | {{cite | | ||
| − | authors = J. Brest, A. Zamuda, B. | + | authors = J. Brest, A. Zamuda, B. Boskovic, V. Zumer | |
title = An Analysis of the Control Parameters’Adaptation in DE| | title = An Analysis of the Control Parameters’Adaptation in DE| | ||
url = http://www.springerlink.com/content/uv415646342621m3/fulltext.pdf | | url = http://www.springerlink.com/content/uv415646342621m3/fulltext.pdf | | ||
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{{cite | | {{cite | | ||
| − | authors = J. Brest, A. Zamuda, B. | + | authors = J. Brest, A. Zamuda, B. Boskovic, M. S. Maucec, V. Zumer| |
title = High-dimensional Real-parameter Optimization Using Self-adaptive Differential Evolution Algorithm with Population Size Reduction | | title = High-dimensional Real-parameter Optimization Using Self-adaptive Differential Evolution Algorithm with Population Size Reduction | | ||
url = http://nical.ustc.edu.cn/cec08ss.php | | url = http://nical.ustc.edu.cn/cec08ss.php | | ||
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{{cite | | {{cite | | ||
| − | authors = J. Brest, A. Zamuda, B. | + | authors = J. Brest, A. Zamuda, B. Boskovic, S. Greiner, M. S. Maucec, V. Zumer | |
title = Self-Adaptive Differential Evolution with SQP Local Search | | title = Self-Adaptive Differential Evolution with SQP Local Search | | ||
media = Media:BIOMA2008brest.pdf | | media = Media:BIOMA2008brest.pdf | | ||
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{{cite conference | | {{cite conference | | ||
| − | authors = B. | + | authors = B. Boskovic, S. Greiner, J. Brest, V. Zumer | |
title = A differential evolution for the tuning of a chess evaluation function | | title = A differential evolution for the tuning of a chess evaluation function | | ||
url = http://ieeexplore.ieee.org/iel5/11108/35623/01688532.pdf?tp=&arnumber=1688532&isnumber=35623 | | url = http://ieeexplore.ieee.org/iel5/11108/35623/01688532.pdf?tp=&arnumber=1688532&isnumber=35623 | | ||
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{{cite | | {{cite | | ||
| − | authors = A. Zamuda, J. Brest, B. | + | authors = A. Zamuda, J. Brest, B. Boskovic, V. Zumer| |
title = Differential Evolution for Multiobjective Optimization with Self Adaptation| | title = Differential Evolution for Multiobjective Optimization with Self Adaptation| | ||
url = http://ieeexplore.ieee.org/iel5/4424445/4424446/04424941.pdf?tp=&arnumber=4424941&isnumber=4424446 | | url = http://ieeexplore.ieee.org/iel5/4424445/4424446/04424941.pdf?tp=&arnumber=4424941&isnumber=4424446 | | ||
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{{cite | | {{cite | | ||
| − | authors = A. Zamuda, J. Brest, B. | + | authors = A. Zamuda, J. Brest, B. Boskovic, V. Zumer| |
title = Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution| | title = Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution| | ||
url = http://nical.ustc.edu.cn/cec08ss.php | | url = http://nical.ustc.edu.cn/cec08ss.php | | ||
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{{cite | | {{cite | | ||
| − | authors = B. | + | authors = B. Boskovic, S. Greiner, J. Brest, A. Zamuda, V. Zumer | |
title = An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program| | title = An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program| | ||
url = http://www.springerlink.com/content/921x65822t7457q1/fulltext.pdf | | url = http://www.springerlink.com/content/921x65822t7457q1/fulltext.pdf | | ||
Revision as of 07:31, 4 August 2010
Our selected papers:
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. DOI 10.1109/TEVC.2006.872133.
(According to ISI Web of Knowledge (Web of Science) - Thomson Reuters, the number of citations this paper is high (see more ...))
J. Brest, B. Boskovis, S. Greiner, V. Zumer, M. S. Maucec. Performance comparison of self-adaptive and adaptive differential evolution algorithms. Soft computing, 2007. DOI 10.1007/s00500-006-0124-0.
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) J. Brest, M. S. Maucec. Population Size Reduction for the Differential Evolution Algorithm. Applied Intelligence, 2008, volume 29, issue 3, pp. 228-247. DOI 10.1007/s10489-007-0091-x.
(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. 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, volume 143, pp. 89-110.
(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) 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.
(Our bibliography:) Bibliography in BibTeX, PDF, or DVI format (see also bibliography)
Our paper related to Differential Evolution:
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) 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, 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) 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, volume 143, pp. 287-298.
Citators of out papers:
- P. N. Suganthan
- Tvrdík Josef
- NICAL Nature Inspired Computation and Applications Laboratory
- Opposition-based Learning, Hamid R. Tizhoosh
- More: comming soon... this list is in preparation.
Links:
Differential Evolution homepage: http://www.icsi.berkeley.edu/~storn/code.html
Differential evolution. Wikipedia: http://en.wikipedia.org/wiki/Differential_evolution
List of References on Constraint-Handling Techniques used with Evolutionary Algorithms. Maintained by Carlos A. Coello Coello: http://www.cs.cinvestav.mx/~constraint
Evolutionary algorithm. Wikipedia: http://en.wikipedia.org/wiki/Evolutionary_computation
Encyclopedia of Computational Intelligence. Scholarpedia: http://www.scholarpedia.org/article/Encyclopedia_of_Computational_Intelligence
Applications of Differential Evolution, and other EAs: