Review optimized artificial neural network by meta-heuristic algorithm and its applications

المؤلفون المشاركون

Kazim, Nur Hasan
Musa, Qusayy

المصدر

al-Qadisiyah Journal for Computer Science and Mathematics

العدد

المجلد 13، العدد 3 (30 سبتمبر/أيلول 2021)، ص ص. 34-46، 13ص.

الناشر

جامعة القادسية كلية علوم الحاسوب و تكنولوجيا المعلومات

تاريخ النشر

2021-09-30

دولة النشر

العراق

عدد الصفحات

13

التخصصات الرئيسية

الرياضيات
تكنولوجيا المعلومات وعلم الحاسوب

الموضوعات

الملخص EN

A Meta-Heuristic Algorithms Optimization (MAHO) is inspired by nature.

The Artificial neural network (ANN) has been shown to be successful in a variety of applications, including machine learning.

ANNs were optimized using meta-optimization methods to enhance classification performance and predictions.

The fundamental objective of combining a meta-heuristic algorithm (MHAO) with an artificial neural network (ANN) is to train the network to update the weights.

The training would be speedier than with a standard ANN since it will use a meta-heuristic method with global optimal searching capability to avoid local minimum and will also optimize difficult problems.

will discuss some of these meta-heuristic algorithms using ANN as they are applied to common data sets, as well as real-time specific classification and prediction experiences.

In order to give researchers motivational insights into their own fields of application.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Kazim, Nur Hasan& Musa, Qusayy. 2021. Review optimized artificial neural network by meta-heuristic algorithm and its applications. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 13, no. 3, pp.34-46.
https://search.emarefa.net/detail/BIM-1473769

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Kazim, Nur Hasan& Musa, Qusayy. Review optimized artificial neural network by meta-heuristic algorithm and its applications. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 13, no. 3 (2021), pp.34-46.
https://search.emarefa.net/detail/BIM-1473769

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Kazim, Nur Hasan& Musa, Qusayy. Review optimized artificial neural network by meta-heuristic algorithm and its applications. al-Qadisiyah Journal for Computer Science and Mathematics. 2021. Vol. 13, no. 3, pp.34-46.
https://search.emarefa.net/detail/BIM-1473769

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 44-46

رقم السجل

BIM-1473769