Difference between revisions of "Evolutionary algorithm jDE"

Revision as of 11:06, 13 November 2007

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 trans. evol. comput., 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.

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.

Citators of out papers:

• Tvrdík Josef
• P. N. Suganthan
• ... 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:

• Breast cancer diagnosis
• Saving Earth from global warming
• Earthquake location
• Combustion burning in gas turbines
• Generation of medicaments
• Land use planning
• and many many more.