Araştırma Makalesi

Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks

Cilt: 4 Sayı: 1 3 Ocak 2022
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Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks

Abstract

In this research, we have developed a new algorithm in the field of optimiza-tion and its application in teaching artificial neural networks with front feeding to predict the risk of car accidents due to consuming alcoholic beverages, and the algorithm has proven a high efficiency in prediction as it was compared with the results of the model predicting the risk of car accidents due to eating Given alco-hol and the results were very close to the true solution to the model

Keywords

Kaynakça

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  2. Y. A. Laylani, K. K. Abbo, and H. M. Khudhur, Training feed forward neural network with modified Fletcher-Reeves method, Journal of Multidisciplinary Modeling and Optimization, 1(1) 2018, 14–22.
  3. A. Antoniou and W.-S. Lu, Practical Optimization: Algorithms and Engineering Applications. Springer Science & Business Media, 2007.
  4. J. Nocedal and S. Wright, Numerical Optimization. Springer Science & Business Media, 2006.
  5. E. Polak and G. Ribiere, “Note sur la convergence de méthodes de directions conjuguées,” ESAIM Math. Model. Numer. Anal. Mathématique Anal. Numérique, 3(R1) 1969, 35-43.
  6. M. R. Hestenes and E. Stiefel, Methods of conjugate gradients for solving linear systems, J. Res. Nat. Bur. Stand.,49 (1) 1952, 409-436.
  7. R. Fletcher and C. M. Reeves, Function minimization by conjugate gradients, Comput. J., 7(2) 1964, 149-154.
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Ayrıntılar

Birincil Dil

İngilizce

Konular

Matematik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

3 Ocak 2022

Gönderilme Tarihi

5 Ağustos 2021

Kabul Tarihi

26 Ekim 2021

Yayımlandığı Sayı

Yıl 1970 Cilt: 4 Sayı: 1

Kaynak Göster

APA
Saad, A., & Mohammed, H. (2022). Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks. Journal of Multidisciplinary Modeling and Optimization, 4(1), 11-18. https://izlik.org/JA74DE94CW
AMA
1.Saad A, Mohammed H. Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks. jmmo. 2022;4(1):11-18. https://izlik.org/JA74DE94CW
Chicago
Saad, Alla, ve Hisham Mohammed. 2022. “Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks”. Journal of Multidisciplinary Modeling and Optimization 4 (1): 11-18. https://izlik.org/JA74DE94CW.
EndNote
Saad A, Mohammed H (01 Ocak 2022) Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks. Journal of Multidisciplinary Modeling and Optimization 4 1 11–18.
IEEE
[1]A. Saad ve H. Mohammed, “Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks”, jmmo, c. 4, sy 1, ss. 11–18, Oca. 2022, [çevrimiçi]. Erişim adresi: https://izlik.org/JA74DE94CW
ISNAD
Saad, Alla - Mohammed, Hisham. “Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks”. Journal of Multidisciplinary Modeling and Optimization 4/1 (01 Ocak 2022): 11-18. https://izlik.org/JA74DE94CW.
JAMA
1.Saad A, Mohammed H. Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks. jmmo. 2022;4:11–18.
MLA
Saad, Alla, ve Hisham Mohammed. “Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks”. Journal of Multidisciplinary Modeling and Optimization, c. 4, sy 1, Ocak 2022, ss. 11-18, https://izlik.org/JA74DE94CW.
Vancouver
1.Alla Saad, Hisham Mohammed. Developing a New Optimization Algorithm to Predict the Risk of Car Accidents Due to Drinking Alcoholic Drinks by Using Feed-Forward Artificial Neural Networks. jmmo [Internet]. 01 Ocak 2022;4(1):11-8. Erişim adresi: https://izlik.org/JA74DE94CW