Evolutionary algorithm jDE
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: