Difference between revisions of "Evolutionary algorithm jDE"

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:

@@ Line 3: / Line 3: @@
 {{cite journal nopages |
    authors = J. Brest, S. Greiner, B. Bošković, M. Mernik, V. Žumer |
-   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 = http://ieeexplore.ieee.org/iel5/4235/26785/101109TEVC2006872133.pdf?isnumber=26785&arnumber=101109TEVC2006872133#search=%22Self-adapting%20control%20parameters%20in%20differential%20evolution%3A%20a%20comparative%20study%20on%20numerical%20benchmark%20problems%22      |
+   url =
-   journal = IEEE trans. evol. comput. |
+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 |
-   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 |
@@ Line 34: / Line 36: @@
    volume = |
    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 |
@@ Line 42: / Line 88: @@
    year = 2006 |
    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:'''
 * [http://www.ntu.edu.sg/home/epnsugan/ P. N. Suganthan]
 * [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.