Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification

QR Code

Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification

Secara umumnya, algoritma genetik (GA) konvensional mempunyai beberapa kelemahan seperti penumpuan pramatang, kecenderungan terperangkap pada penyelesaian optima setempat dan ketidakupayaan penalaan di sekitar kawasan berpotensi. Oleh itu, GA ditambahbaik dengan strategi pencarian, penghasilan s...

Full description

Bibliographic Details
Main Author:	Ahmad, Fadzil
Format:	Thesis
Language:	English
Published:	2017
Subjects:	T Technology TK1-9971 Electrical engineering. Electronics. Nuclear engineering
Online Access:	http://eprints.usm.my/47400/ http://eprints.usm.my/47400/1/Improved%20Genetic%20Algorithm%20Multilayer%20Perceptron%20Network%20For%20Data%20Classification.pdf

Similar Items

Classification Of Abnormal Cervical Cells Using Hierarchical Multilayered Perceptron Network.
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)

A Voting Technique Of Multilayer Perceptron Ensemble For Classification Application
by: Talib, Hafizah
Published: (2014)

Implementation Of The Hybrid Multilayered Perceptron Network In Assembly Language.
by: Tan, Kuan Liung, et al.
Published: (2004)

Development Of Human Skin Detection Algorithm Using Multilayer Perceptron Neural Network And Clustering Method
by: Al-Mohair, Hani Kaid Saif
Published: (2017)

On-Line Modelling And Forecasting Of Carbon Monoxide Concentrations Using Hybird Multilayered Perceptron Network.
by: Raji, Usharani, et al.
Published: (2005)

Application of multilayer perceptron with backpropagation algorithm and regression analysis for long-term forecast of electricity demand: A comparison
by: Bong, David B L, et al.
Published: (2009)

Variations in the number of hidden nodes through multilayer perceptron networks to predict cycle time
by: Ahmad Afif, Ahmarofi, et al.
Published: (2020)

Adaboost-multilayer perceptron to predict the student’s performance in software engineering
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2019)

An efficient intrusion detection model based on hybridization of artificial bee colony and dragonfly algorithms for training multilayer perceptrons
by: Ghanem, Waheed Ali H. M., et al.
Published: (2020)

Genetic Algorithm Assisted Optimum Detection For Block Data Transmission Systems
by: Babu, Shanmugaih Palanichamy Kulandaivel
Published: (2010)

A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering
by: Teh, Chee Siong
Published: (2006)

Novel Art-Based Neural Network Models For Pattern Classification, Rule Extraction And Data Regression
by: Yap , Keem Siah
Published: (2010)

Analysis of algorithms variation in multilayer perceptron neural network for agarwood oil qualities classification
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017)

Classification of COVID-19 symptoms using multilayer perceptron
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)

Development Of Microwave Bandpass Filter Using Defected Ground Structure In Comparison With Multilayer And Dielectric Resonator Filters
by: Sulaiman, Ahmad Asari
Published: (2012)

Neural Controller Utilizing Genetic Algorithm Technique For Dynamic Systems
by: Ali, Marwan A
Published: (2009)

Classification Of Breast Lesions Using Artificial Neural Network.
by: Mashor, M Y, et al.
Published: (2006)

An Intelligent Classification System For Aggregate Based On Image Processing And Neural Network
by: Al-Batah, Mohammad Subhi Mohammad
Published: (2009)

Improved Stereo Vision Algorithms For Robot Navigation
by: Ranjbaran, Ali
Published: (2013)

Classifying The Shape Of Aggregate Using Hybrid Multilayered Perceptron Network.
by: Joret, Ariffuddin, et al.
Published: (2005)

A Simulation Framework For Performance Evaluation Of Network Selection Algorithms In Heterogeneous Wireless Networks.
by: Hasib, Abdul, et al.
Published: (2010)

License Plate Recognition using Multi-cluster and Multilayer Neural Networks
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)

Development Of An Improved Algorithm Of Mppt Technique For Photovoltaic Power Generation
by: Hariri, Muhammad Hafeez Mohamed
Published: (2013)

Individual And Ensemble Pattern Classification Models Using Enhanced Fuzzy Min-Max Neural Networks
by: F. M., Mohammed
Published: (2014)

Multilayer perceptron neural network classification for human vertical ground reaction forces
by: Goh, K., et al.
Published: (2015)

Thru-Reflect-Line (Trl) Calibration On Multilayer Substrate Integrated Waveguide (Siw) For X-Band Frequency Range
by: Cha, Hong Ye
Published: (2017)

Fault Detection And Diagnosis Of Induction Motors Using The Fuzzy Min-Max Neural Network And The Classification And Regression Tree
by: Seera, Manjeevan Singh
Published: (2012)

Clock Distribution Network Building Algorithm For Multiple Ips In System On A Chip
by: Tan , Tze Liang
Published: (2017)

EEE 521 - COMPUTER AND DATA COMMUNICATIONS NETWORKS APRIL 07
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2007)

EEE 521 - COMPUTER AND DATA COMMUNICATIONS NETWORKS APRIL 08
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2008)

EEE 521 – COMPUTER AND DATA COMMUNICATIONS NETWORKS APRIL 2008
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2008)

EEE 521 – COMPUTER AND DATA COMMUNICATIONS NETWORKS JUNE 2012
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2012)

EEE 521 - COMPUTER AND DATA COMMUNICATIONS NETWORKS MARCH 2005
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2005)

EEE 521 – COMPUTER AND DATA COMMUNICATIONS NETWORK JUNE 2014
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2014)

EEE521 – COMPUTER AND DATA COMMUNICATIONS NETWORKS JUNE 2013
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2014)

Performance Improvement Of Contactless Distance Sensors Using Neural Network
by: R., ABDUBRANI, et al.
Published: (2012)

Speaker-independent Malay vowel recognition of children using multi-layer perceptron
by: Hua, Nong Ting, et al.
Published: (2004)

Artificial neural networks and genetic algorithm for transformer winding/insulation faults
by: K.S.R., Rao, et al.
Published: (2008)

EEE 521 - COMPUTER AND DATA COMMUNICATIONS NETWORKS APRIL-MEI 06
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2006)

EEE 521 - COMPUTER AND DATA COMMUNICATIONS NETWORKS APRIL-MEI 06
by: PPKEE, Pusat Pengajian Kejuruteraan Elektrik & Elektronik
Published: (2007)