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A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS

Yıl 2018, Cilt: 1 Sayı: 1, 32 - 61, 01.01.2018

M. Guerrero M. García J. Soria O. Castillo

https://izlik.org/JA97XT92PR

Öz

In this work we studied of the parameters of the Cuckoo Search Algorithm via Levy Flights (CS). The main goal of the paper is designing a novel hybrid approach for modifying the Cuckoo Search Algorithm using a Fuzzy Inference System of the Mamdani type for calculating the optimal parameter values independent of the benchmark problem, which we are calling Fuzzy Cuckoo Search (for its acronyms FCS). In this paper different variants of the FCS are presented and the difference is the number of parameters adjusted by the fuzzy control system and the number of rules. Results show that the FCS outperforms the original version of the CS algorithms and the OCS variant of the algorithm proposed by Zhao. The statistical test shows that using a type - 1 fuzzy system in conjunction with the cuckoo search algorithms provides the best solutions

Yıl 2018, Cilt: 1 Sayı: 1, 32 - 61, 01.01.2018

M. Guerrero M. García J. Soria O. Castillo

https://izlik.org/JA97XT92PR

Öz

Toplam 0 adet kaynakça vardır.

Ayrıntılar

Diğer ID JA45MJ39NH
Yazarlar

M. Guerrero Bu kişi benim

M. García Bu kişi benim

J. Soria Bu kişi benim

O. Castillo Bu kişi benim

Gönderilme Tarihi 1 Ocak 2018
Yayımlanma Tarihi 1 Ocak 2018
IZ https://izlik.org/JA97XT92PR
Yayımlandığı Sayı Yıl 2018 Cilt: 1 Sayı: 1

Kaynak Göster

APA Guerrero, M., García, M., Soria, J., & Castillo, O. (2018). A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS. Journal of Universal Mathematics, 1(1), 32-61. https://izlik.org/JA97XT92PR
AMA 1.Guerrero M, García M, Soria J, Castillo O. A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS. JUM. 2018;1(1):32-61. https://izlik.org/JA97XT92PR
Chicago Guerrero, M., M. García, J. Soria, ve O. Castillo. 2018. “A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS”. Journal of Universal Mathematics 1 (1): 32-61. https://izlik.org/JA97XT92PR.
EndNote Guerrero M, García M, Soria J, Castillo O (01 Ocak 2018) A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS. Journal of Universal Mathematics 1 1 32–61.
IEEE [1]M. Guerrero, M. García, J. Soria, ve O. Castillo, “A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS”, JUM, c. 1, sy 1, ss. 32–61, Oca. 2018, [çevrimiçi]. Erişim adresi: https://izlik.org/JA97XT92PR
ISNAD Guerrero, M. - García, M. - Soria, J. - Castillo, O. “A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS”. Journal of Universal Mathematics 1/1 (01 Ocak 2018): 32-61. https://izlik.org/JA97XT92PR.
JAMA 1.Guerrero M, García M, Soria J, Castillo O. A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS. JUM. 2018;1:32–61.
MLA Guerrero, M., vd. “A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS”. Journal of Universal Mathematics, c. 1, sy 1, Ocak 2018, ss. 32-61, https://izlik.org/JA97XT92PR.
Vancouver 1.Guerrero M, García M, Soria J, Castillo O. A NEW ALGORITHM BASED ON THE CUCKOO SEARCH WITH DYNAMIC ADAPTATION OF PARAMETERS USING FUZZY SYSTEMS. JUM [Internet]. 01 Ocak 2018;1(1):32-61. Erişim adresi: https://izlik.org/JA97XT92PR