Neural networks optimization through genetic algorithm searches: A review

QR Code

Neural networks optimization through genetic algorithm searches: A review

Neural networks and genetic algorithms are the two sophisticated machine learning techniques presently attracting attention from scientists, engineers, and statisticians, among others. They have gained popularity in recent years. This paper presents a state of the art review of the research conduc...

Full description

Bibliographic Details
Main Authors:	Chiroma, Haruna, Mohd Nor, Ahmad Shukri, Abdul Kareem, Sameem, Abubakar, Adamu, Hermawan, Arief, Qin, Hongwu, Hamza, Mukhtar Fatihu, Herawan, Tutut
Format:	Article
Language:	English English
Published:	Natural Sciences Publishing Corporation 2017
Subjects:	QA Mathematics QA76 Computer software
Online Access:	http://irep.iium.edu.my/63043/ http://irep.iium.edu.my/63043/1/63043_Neural%20networks%20optimization%20through%20genetic_article.pdf http://irep.iium.edu.my/63043/2/63043_Neural%20networks%20optimization%20through%20genetic_scopus.pdf

Similar Items

A new approach for forecasting OPEC petroleum consumption based on neural network train by using flower pollination algorithm
by: Haruna, Chiroma, et al.
Published: (2016)

Bio-inspired computation: Recent development on the modifications of the cuckoo search algorithm
by: Haruna, Chiroma, et al.
Published: (2017)

An Improved Genetic Clustering Algorithm for Categorical Data
by: Jasni, Mohamad Zain, et al.
Published: (2013)

Malaria severity classification through Jordan-Elman neural network based on features extracted from thick blood smear
by: Haruna, Chiroma, et al.
Published: (2015)

Comparing performances of neural network models built through transformed and original data
by: Abubakar, Adamu, et al.
Published: (2015)

Utilizing modular neural network for prediction of possible emergencies locations within point of interest of Hajj pilgrimage
by: Abubakar, Adamu, et al.
Published: (2016)

Global warming: predicting OPEC carbon dioxide emissions from petroleum consumption using neural network and hybrid cuckoo search algorithm
by: Haruna, Chiroma, et al.
Published: (2015)

Studying the effect of training Levenberg Marquardt neural network by using hybrid meta-heuristic algorithms
by: Abubakar, Adamu, et al.
Published: (2016)

A novel normal parameter reduction algorithm of soft sets
by: Ma, Xiuqin, et al.
Published: (2010)

Kernel functions for the support vector machine: comparing performances on crude oil price data
by: Chiroma, Haruna, et al.
Published: (2014)

Dynamics of watermark position in audio watermarked files using neural networks
by: Abubakar, Adamu, et al.
Published: (2017)

MGR: An Information Theory Based Hierarchical Divisive Clustering Algorithm for Categorical Data
by: Hongwu, Qin, et al.
Published: (2014)

Investigating rendering speed and download rate of three-dimension (3D) mobile map intended for navigation aid using genetic algorithm
by: Abubakar, Adamu, et al.
Published: (2014)

The Parameter Reduction of the Interval-Valued Fuzzy Soft Sets and Its Related Algorithms
by: Ma, Xiuqin, et al.
Published: (2014)

Examining the round trip time and packet length effect on window size by using the Cuckoo search algorithm
by: Abubakar, Adamu, et al.
Published: (2016)

Optimization of neural network using cuckoo search for the classification of diabetes
by: Abubakar, Adamu, et al.
Published: (2015)

A review on artificial intelligence methodologies for the forecasting of crude oil price
by: Haruna, Chiroma, et al.
Published: (2016)

Optimization of neural network through genetic algorithm searches for the prediction of international crude oil price based on energy products prices
by: Chiroma, Haruna, et al.
Published: (2014)

An intermediate significant bit (ISB) watermarking technique using neural networks
by: Zeki, Akram M., et al.
Published: (2016)

Soft computing approach for predicting OPEC countries’ oil consumption
by: Chiroma, Haruna, et al.
Published: (2017)

A framework for selecting the optimal technique suitable for application in a data mining task
by: Chiroma, Haruna, et al.
Published: (2013)

A Novel Soft Set Approach in Selecting Clustering Attribute
by: Qin, Hongwu, et al.
Published: (2012)

An Intelligent Modeling of Oil Consumption
by: Chiroma, Haruna, et al.
Published: (2015)

Modified neural network activation function
by: Ibrahim, Adamu Abubakar, et al.
Published: (2014)

Design of type-2 fuzzy logic controllers using meta-heuristic optimization algorithms for rotary inverted pendulum / Mukhtar Fatihu Hamza
by: Mukhtar , Fatihu Hamza
Published: (2017)

Application of a New Efficient Normal Parameter Reduction Algorithm of Soft Sets in Online Shopping
by: Ma, Xiuqin, et al.
Published: (2014)

A framework for non-contact ECG signal detection device on smart chair and its implementation
by: Wali, Tuerxun, et al.
Published: (2015)

Computational intelligence techniques with application to crude oil price projection: a literature survey from 2001–2012
by: Haruna, Chiroma, et al.
Published: (2013)

An ensemble CRT, RVFLN, SVM method for estimating Propane Spot Price
by: Haruna, Chiroma, et al.
Published: (2015)

Spread Spectrum Audio Watermarking Using Vector Space Projections
by: Abubakar, Adamu I., et al.
Published: (2015)

Data Mining for Education Decision Support: A Review
by: Suhirman, Suhirman, et al.
Published: (2014)

Bio-inspired algorithm optimization of neural network for the prediction of Dubai crude oil price
by: Haruna, Chiroma, et al.
Published: (2019)

A Multidimensional Search Space Using Interactive Genetic Algorithm
by: Farooq, H., et al.
Published: (2010)

A support vector machine classification of computational capabilities of 3D map on mobile device for navigation aid
by: Abubakar, Adamu, et al.
Published: (2016)

Using an Enhanced Feed-Forward Neural Network Technique for Prediction of Students' Performance
by: Ajiboye, Adeleke Raheem, et al.
Published: (2015)

A novel algorithm to detect a QPSK signal with the minimum number of samples
by: Mohammed, Saleh, et al.
Published: (2015)

Improved cuckoo search based neural network learning algorithms for data classification
by: Abdullah, Abdullah
Published: (2014)

Solving the vehicle routing problem with stochastic demands via hybrid genetic algorithm-tabu search
by: Ismail, Zuhaimy, et al.
Published: (2008)

Fusion of similarity measures using genetic algorithm for searching chemical database
by: Rahman Ali, Yahya Ali Abdel
Published: (2007)

Neuro – Genetic model for the projection of crude oil price capable of handling of uncertainty / Haruna Chiroma
by: Haruna , Chiroma
Published: (2015)