Difference between revisions of "Evolutionary algorithm jDE"
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{{cite journal nopages | | {{cite journal nopages | | ||
authors = J. Brest, S. Greiner, B. Bošković, M. Mernik, V. Žumer | | authors = J. Brest, S. Greiner, B. Bošković, M. Mernik, V. Žumer | | ||
− | title = Self- | + | title = Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems | |
− | url = http://ieeexplore.ieee.org/iel5/4235/ | + | url = |
− | journal = IEEE | + | http://ieeexplore.ieee.org/iel5/4235/4016056/04016057.pdf?isnumber=4016056&prod=JNL&arnumber=4016057&arSt=646&ared=657&arAuthor=Brest%2C+J.%3B+Greiner%2C+S.%3B+Boskovic%2C+B.%3B+Mernik%2C+M.%3B+Zumer%2C+V. |
+ | | | ||
+ | journal = IEEE Transactions on Evolutionary Computation | | ||
year = 2006 | | year = 2006 | | ||
− | volume = | + | volume = 10 | |
− | issue = | + | issue = 6 | |
− | pages = | + | pages = 646-657 | |
− | doi= 10.1109/TEVC.2006.872133}} | + | doi = 10.1109/TEVC.2006.872133}} |
{{cite journal nopages | | {{cite journal nopages | | ||
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volume = | | volume = | | ||
pages = 919-926}} | pages = 919-926}} | ||
+ | |||
+ | {{cite conference | | ||
+ | authors = J. Brest, M. S. Maučec | | ||
+ | title = Population Size Reduction for the Differential Evolution Algorithm | | ||
+ | url = http://www.springerlink.com/content/k173214714252683/fulltext.pdf | | ||
+ | journal = Applied Intelligence | | ||
+ | year = Published online: 11 September 2007 | | ||
+ | volume = ?? | | ||
+ | issue = ?? | | ||
+ | pages = ?? | | ||
+ | doi = 10.1007/s10489-007-0091-x}} | ||
+ | |||
+ | {{cite | | ||
+ | authors = J. Brest | | ||
+ | title = Differential Evolution with Self-Adaptation | | ||
+ | url = http://www.igi-pub.com/reference/details.asp?id=7733 | | ||
+ | journal = Encyclopedia of Artificial Intelligence (ISBN: 978-1-59904-849-9) | | ||
+ | year = 2008 | | ||
+ | volume = ?? | | ||
+ | issue = ?? | | ||
+ | pages = ?? | ||
+ | }} | ||
+ | |||
+ | {{cite | | ||
+ | authors = J. Brest, A. Zamuda, B. Bošković, V. Žumer | | ||
+ | title = An Analysis of the Control Parameters’Adaptation in DE| | ||
+ | url = http://www.springer.com/engineering/book/978-3-540-68827-3?detailsPage=toc | | ||
+ | journal = Advances in Differential Evolution, Studies in Computational Intelligence, | ||
+ | (ISBN: 978-3-540-68827-3), Chakraborty, Uday K. (Ed.) | | ||
+ | year = 2008 | | ||
+ | volume = 143 | | ||
+ | issue = ?? | | ||
+ | pages = ?? | ||
+ | }} | ||
+ | |||
+ | {{cite | | ||
+ | authors = J. Brest, A. Zamuda, B. Bošković, M. S. Maučec, V. Žumer| | ||
+ | title = High-dimensional Real-parameter Optimization Using Self-adaptive Differential Evolution Algorithm with Population Size Reduction | | ||
+ | url = http://nical.ustc.edu.cn/cec08ss.php | | ||
+ | journal = 2008 IEEE World Congress on Computational Intelligence | | ||
+ | year = 2008 | | ||
+ | pages = 2032-2039}} | ||
+ | |||
+ | '''Our paper related to Differential Evolution:''' | ||
{{cite conference | | {{cite conference | | ||
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year = 2006 | | year = 2006 | | ||
pages = 6742-6747}} | pages = 6742-6747}} | ||
+ | |||
+ | {{cite | | ||
+ | authors = A. Zamuda, J. Brest, B. Bošković, V. Žumer| | ||
+ | title = Differential Evolution for Multiobjective Optimization with Self Adaptation| | ||
+ | url = http://ieeexplore.ieee.org/iel5/4424445/4424446/04424941.pdf?tp=&arnumber=4424941&isnumber=4424446 | | ||
+ | journal = The 2007 IEEE Congress on Evolutionary Computation CEC2007 | | ||
+ | year = 2007 | | ||
+ | pages = 3617-3624}} | ||
+ | |||
+ | {{cite | | ||
+ | authors = A. Zamuda, J. Brest, B. Bošković, V. Žumer| | ||
+ | title = Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution| | ||
+ | url = http://nical.ustc.edu.cn/cec08ss.php | | ||
+ | journal = 2008 IEEE World Congress on Computational Intelligence | | ||
+ | year = 2008 | | ||
+ | pages = 3719-3726}} | ||
'''Citators of out papers:''' | '''Citators of out papers:''' | ||
* [http://www.ntu.edu.sg/home/epnsugan/ P. N. Suganthan] | * [http://www.ntu.edu.sg/home/epnsugan/ P. N. Suganthan] | ||
* [http://www.automatizace.cz/article.php?a=1818 Tvrdík Josef] | * [http://www.automatizace.cz/article.php?a=1818 Tvrdík Josef] | ||
+ | * [http://nical.ustc.edu.cn/people.php NICAL] [http://nical.ustc.edu.cn/ Nature Inspired Computation and Applications Laboratory] | ||
+ | * [http://pami.uwaterloo.ca/tizhoosh/opposition_based_learning.htm Opposition-based Learning, Hamid R. Tizhoosh] | ||
* More: comming soon... this list is in preparation. | * More: comming soon... this list is in preparation. | ||
Revision as of 15:32, 23 June 2008
Our papers:
J. Brest, S. Greiner, B. Bošković, M. Mernik, V. Žumer. 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.
J. Brest, B. Bošković, S. Greiner, V. Žumer, M. S. Maučec. Performance comparison of self-adaptive and adaptive differential evolution algorithms. Soft computing, 2007. DOI 10.1007/s00500-006-0124-0.
J. Brest, V. Žumer, M. S. Maučec. Self-adaptive differential evolution algorithm in constrained real-parameter optimization. 2006 IEEE World Congress on Computational Intelligence, 2006, pp. 919-926.
J. Brest, M. S. Maučec. Population Size Reduction for the Differential Evolution Algorithm. Applied Intelligence, Published online: 11 September 2007, pp. ??.
(pdf) J. Brest. Differential Evolution with Self-Adaptation. Encyclopedia of Artificial Intelligence (ISBN: 978-1-59904-849-9), 2008.
(pdf) 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, volume 143.
(pdf) J. Brest, A. Zamuda, B. Bošković, M. S. Maučec, V. Žumer. 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.
Our paper related to Differential Evolution:
B. Bošković, S. Greiner, J. Brest, V. Žumer. 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. Bošković, V. Žumer. 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. Bošković, V. Žumer. 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.
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: