Fuzzy inference systems and artificial neural networks for continuous piecewise multilinear interpolation

被引：1

作者：

Westphal, LC ^{[1
]}

机构：

[1] Univ Queensland, Dept Elect & Comp Engn, Brisbane, Qld 4072, Australia

来源：

ELECTRONICS LETTERS | 1998年 / 34卷 / 18期

关键词：

D O I：

10.1049/el:19981252

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Formulas are presented for structures for fuzzy inference systems and artificial neural networks whose output functions are equivalent to each other and to using continuous piecewise multilinearisation for interpolation on a regular grid. This result leads to alternative interpretations, initialisation methods, and implementations of the networks.

引用

下载

页码：1764 / 1766

页数：3

共 50 条

[41] Application of Artificial Neural Networks, Support Vector, Adaptive Neuro-Fuzzy Inference Systems for the Moisture Ratio of Parboiled Hulls
Sharabiani, Vali Rasooli
Kaveh, Mohammad
Taghinezhad, Ebrahim
Abbaszadeh, Rouzbeh
Khalife, Esmail
Szymanek, Mariusz
Dziwulska-Hunek, Agata
APPLIED SCIENCES-BASEL, 2022, 12 (04):
[42] Application of Artificial Neural Networks and Adaptive Neuro-Fuzzy Inference Systems to Predict Activated Carbon Properties for Methane Storage
Ahmadpour, Ali
Jahanshahi, Neda
Rashidi, Sajjad
Chenarani, Naser
Mahboub, Mohammad Jaber Darabi
ADSORPTION SCIENCE & TECHNOLOGY, 2014, 32 (04) : 275 - 290
[43] Soil shear strength prediction using intelligent systems: artificial neural networks and an adaptive neuro-fuzzy inference system
Besalatpour, A.
Hajabbasi, M. A.
Ayoubi, S.
Afyuni, M.
Jalalian, A.
Schulin, R.
SOIL SCIENCE AND PLANT NUTRITION, 2012, 58 (02) : 149 - 160
[44] Application of Artificial Neural Networks and Adaptive Neuro-Fuzzy Inference Systems for Attenuating Effects of Temperature and Humidity on Sensor Accuracy
Tongpadungrod, Pensiri
Laosuwan, Saisunee
Moore, Elvin J.
Phalakornkule, Chantaraporn
CHEMICAL ENGINEERING & TECHNOLOGY, 2023, 46 (12) : 2626 - 2634
[45] Artificial neural networks and adaptive neuro-fuzzy inference systems for prediction of soil respiration in forested areas southern Brazil
Maria Elisa Vicentini
Paulo Alexandre da Silva
Kleve Freddy Ferreira Canteral
Wanderson Benerval De Lucena
Mario Luiz Teixeira de Moraes
Rafael Montanari
Marcelo Carvalho Minhoto Teixeira Filho
Nelson José Peruzzi
Newton La Scala
Glauco De Souza Rolim
Alan Rodrigo Panosso
Environmental Monitoring and Assessment, 2023, 195
[46] Fuzzy inference using piecewise polynomial interpolation and its application to model-reference fuzzy logic controller
Mustafa, MM
FUZZY SETS AND SYSTEMS, 2001, 118 (02) : 257 - 270
[47] Artificial Neural Networks and Adaptive Neuro Fuzzy Inference System for wheat yield analysis and prediction
Rao, Shailesh
Vishal, Manoj
Krishnan, Anjana
REVISTA DE AGRICULTURA NEOTROPICAL, 2023, 10 (03):
[48] Radial basis function artificial neural networks for the inference process in fuzzy logic based control
Steele, N.C.
Nicholas, Reeves M.
King, P.J.
Computing (Vienna/New York), 1995, 54 (02): : 99 - 117
[49] Artificial neural networks approach to the bivariate interpolation problem
Jafarian, A.
Basiligheh, N.
AFRIKA MATEMATIKA, 2015, 26 (7-8) : 1187 - 1197
[50] Fuzzy systems and neural networks
Godjevac, J
INTELLIGENT AUTOMATION AND SOFT COMPUTING, 1998, 4 (01): : 27 - 37

← 1 2 3 4 5 →