Difference between revisions of "Evolutionary algorithm jDE"
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pages = 919-926}} | pages = 919-926}} | ||
− | {{cite | + | {{cite | |
authors = J. Brest, M. S. Maučec | | authors = J. Brest, M. S. Maučec | | ||
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 | | ||
journal = Applied Intelligence | | journal = Applied Intelligence | | ||
− | year = | + | year = 2008 | |
− | volume = | + | volume = 29 | |
− | issue = | + | issue = 3 | |
− | pages = | + | pages = 228-247 | |
doi = 10.1007/s10489-007-0091-x}} | doi = 10.1007/s10489-007-0091-x}} | ||
{{cite | | {{cite | | ||
authors = J. Brest | | authors = J. Brest | | ||
− | title = | + | title = Differential Evolution with Self-Adaptation | |
url = http://www.igi-pub.com/reference/details.asp?id=7733 | | url = http://www.igi-pub.com/reference/details.asp?id=7733 | | ||
− | journal = Encyclopedia of Artificial Intelligence | + | journal = Encyclopedia of Artificial Intelligence, Information Science Reference: IGI Global | |
− | year = | + | year = 2009 | |
volume = ?? | | volume = ?? | | ||
issue = ?? | | issue = ?? | | ||
− | pages = | + | pages = 488-493 |
}} | }} | ||
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authors = J. Brest, A. Zamuda, B. Bošković, V. Žumer | | authors = J. Brest, A. Zamuda, B. Bošković, V. Žumer | | ||
title = An Analysis of the Control Parameters’Adaptation in DE| | title = An Analysis of the Control Parameters’Adaptation in DE| | ||
− | url = http://www. | + | url = http://www.springerlink.com/content/uv415646342621m3/fulltext.pdf | |
journal = Advances in Differential Evolution, Studies in Computational Intelligence, | journal = Advances in Differential Evolution, Studies in Computational Intelligence, | ||
(ISBN: 978-3-540-68827-3), Chakraborty, Uday K. (Ed.) | | (ISBN: 978-3-540-68827-3), Chakraborty, Uday K. (Ed.) | | ||
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volume = 143 | | volume = 143 | | ||
issue = ?? | | issue = ?? | | ||
− | pages = | + | pages = 89-110 |
}} | }} | ||
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year = 2008 | | year = 2008 | | ||
pages = 2032-2039}} | pages = 2032-2039}} | ||
+ | |||
+ | {{cite | | ||
+ | authors = J. Brest, A. Zamuda, B. Bošković, S. Greiner, M. S. Maučec, V. Žumer | | ||
+ | title = Self-Adaptive Differential Evolution with SQP Local Search | | ||
+ | media = Media:BIOMA2008brest.pdf | | ||
+ | journal = The Third International Conference on Bioinspired Optimization Methods and their Applications | | ||
+ | year = 2008 | | ||
+ | pages = 59-69 }} | ||
'''Our paper related to Differential Evolution:''' | '''Our paper related to Differential Evolution:''' | ||
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year = 2008 | | year = 2008 | | ||
pages = 3719-3726}} | pages = 3719-3726}} | ||
+ | |||
+ | {{cite | | ||
+ | authors = B. Bošković, S. Greiner, J. Brest, A. Zamuda, V. Žumer | | ||
+ | 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 | | ||
+ | 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 = 287-298 | ||
+ | }} | ||
'''Citators of out papers:''' | '''Citators of out papers:''' |
Revision as of 13:19, 4 November 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.
(pdf) J. Brest, M. S. Maučec. 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. 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, pp. 89-110.
(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.
(pdf) J. Brest, A. Zamuda, B. Bošković, S. Greiner, M. S. Maučec, V. Žumer. Self-Adaptive Differential Evolution with SQP Local Search. The Third International Conference on Bioinspired Optimization Methods and their Applications, 2008, pp. 59-69.
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.
(pdf) 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, 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: