soft_multimodal
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soft_multimodal [2016/09/19 13:25] – Denis Pallez | soft_multimodal [2016/09/21 07:19] (current) – Denis Pallez | ||
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====== Comparative Study of Recent Multimodal Evolutionary Algorithms ====== | ====== Comparative Study of Recent Multimodal Evolutionary Algorithms ====== | ||
- | This page contains | + | This page contains complimentary material for the paper Comparative Study of Recent Multimodal Evolutionary Algorithms |
- | This includes the implementation of PNA-NSGA2[1] (denoted MMNSGAII on the plots), MOBiDE[2] and NSGA2[3] used to obtain the presented results, | + | This includes the implementation of PNA-NSGA2 |
- | as well as the results obtained for all the functions from the CEC2013 benchmark. | + | Implementations |
- | The implementations | + | |
All the results are computed with a precision of 1e-3. | All the results are computed with a precision of 1e-3. | ||
- | Source code: lien | + | {{:doc:sources.zip|Source code (zipped)}} |
- | Results plot: lien | + | |
- | [1] S. Bandaru and K. Deb, | + | {{: |
- | “A parameterless-niching-assisted bi-objective approach to multimodal optimization, | + | |
- | in Evolutionary Computation | + | |
- | [2] A. Basak, S. Das, and K. Tan, | ||
- | “Multimodal optimization using a biobjective differential evolution algorithm | ||
- | enhanced with mean distance based selection, | ||
- | vol. 17, no. 5, pp. 666–685, Oct 2013. | ||
- | |||
- | [3] K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, | ||
- | “A fast and elitist multiobjective genetic algorithm: Nsga-ii,” | ||
- | Trans. Evol. Comp, vol. 6, no. 2, pp. 182–197, Apr. 2002. [Online]. Available: | ||
- | http:// | ||
- | |||
- | [4] X. Li, A. Engelbrecht, | ||
- | cec’2013 special session and competition on niching methods for multimodal | ||
- | function optimization, | ||
- | Learning Group, RMIT University, Australia, Tech. Rep., 2013. | ||
- | [Online]. Available: http:// | ||
- | niching/ | ||
- | |||
- | [5] Pighetti, R., Pallez, D., & Precioso, F. (2015, December). | ||
- | Comparative Study of Recent Multimodal Evolutionary Algorithms. | ||
- | In Computational Intelligence, | ||
- | |||
- | [6] “A java-based evolutionary computation research system, ecj,” | ||
- | http:// | ||
soft_multimodal.1474291530.txt.gz · Last modified: 2016/09/19 13:25 by Denis Pallez