M. ZIARATI, D. STOCKTON, E. BİLGİLİ

532 564

GENETIC CELLULAR NEURAL NETWORK APPLICATIONS FOR PREDICTION PURPOSES IN INDUSTRY

GENETIC CELLULAR NEURAL NETWORK APPLICATIONS FOR PREDICTION PURPOSES IN INDUSTRY

Genetic Cellular Neural Networks (GCNN) are  adapted for predicting the required car parts quantities in a real and major auto parts supplier chain.  It was argued that due to the learning ability of neural networks, their speed and capacity to handle large amount of data, they have a potential for predicting components requirements.   GCNN use less stability parameters than Back Propagation-Artificial Neural Networks (BP-ANN) and hence better suited to fast changing scenarios as in real supply chain applications.   The model has shown promising outcomes in learning and predicting material demand in a supply chain, with high degree of accuracy.
Keywords:

-

PDF
Electrica-Cover
  • ISSN: 2619-9831
  • Yayın Aralığı: 3
  • Başlangıç: 2001
  • Yayıncı: İstanbul Üniversitesi-Cerrahpaşa
Arşiv
Sayıdaki Diğer Makaleler

A SECURE E-MAIL APPLICATION USING THE ELGAMAL ALGORITHM: MD MESSAGE CONTROLLER

Mustafa DÜLGERLER, M. Nusret SARISAKAL

NEURAL NETWORK BASED DESIGN AND CONTROL OF ACOUSTO-OPTIC FILTER FIBRE-AMPLIFIER MODULE

Ömer MERMER, Gökalp KAHRAMAN, Musa ALCI

FACE RECOGNITION USING PCA, LDA AND ICA APPROACHES ON COLORED IMAGES

Önsen TOYGAR, Adnan ACAN

A COST EFFECTIVE VOICE NETWORK USING THE VoIP TECHNOLOGY

Demir ÖNER

ANALYSIS AND SIMULATION OF A LOW-VOLTAGE POWERLINE CHANNEL USING ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING

Youbing ZHANG, Cheng SHIJIE, Joseph NGUIMBIS, Lan XIONG

SYNCHRONIZATION, CHAOS AND SPIKE PATTERNS IN NEOCORTICAL COMPUTATION

Ruedi STOOP, Daniel A. BLANK, Jan VYVER, Markus CHRISTEN, Albert KERN

INTERPOLATION OF 2D SIGNALS USING CELLULAR NEURAL NETWORK

Alexandru GACSÁDI, Péter SZOLGAY

CLASSIFICATION AND PREDICTION IN DATA MINING WITH NEURAL NETWORKS

Serhat ÖZEKES, Onur OSMAN

A STUDY OF TRANSACTION CURTAILMENT MODEL BASED ON FUZZY SET THEORY

Hongming YANG, Xianzhong DUAN

MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS

A.J.W.M. ten BERG, L. SPAANENBURG