Genetic method for optimization of fuzzy neural networks structure

被引：0
|
作者：
Olej, V [1 ]
Krupka, J [1 ]
机构：
[1] Matej Bel Univ, Sch Finance, Dept Informat Syst, Banska Bystrica 97401, Slovakia
来源：
STATE OF THE ART IN COMPUTATIONAL INTELLIGENCE | 2000年
关键词：
optimization; neural networks; fuzzy neural networks; fuzzy sets; genetic algorithms; pattern recognition;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper presents a possibility of application of genetic algorithms for an optimization of fuzzy neural networks structure and its application to pattern recognition. A genetic method to generate a fuzzy neural network, which has both structure and synapse weights adequate for a given task is proposed.
引用
收藏
页码：197 / 202
页数：6
相关论文
共 50 条
  • [21] Training feedforward neural networks using neural networks and genetic algorithms
    Tellez, P
    Tang, Y
    INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL 1, PROCEEDINGS, 2004, : 308 - 311
  • [22] Tools for intelligent control: fuzzy controllers, neural networks and genetic algorithms
    Jamshidi, M
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2003, 361 (1809): : 1781 - 1808
  • [23] Fuzzy neural networks
    Rao, DH
    IETE JOURNAL OF RESEARCH, 1998, 44 (4-5) : 227 - 236
  • [24] Initial structure selection for neural networks and fuzzy neural networks based on support vector regrssion with outliers
    Jeng, JT
    Chuang, CC
    ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 909 - 914
  • [25] Optimization of heat treatment for fruit during storage using neural networks and genetic algorithms
    Morimoto, T
    Purwanto, W
    Suzuki, J
    Hashimoto, Y
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 1997, 19 (01) : 87 - 101
  • [26] Generation of fuzzy neural network structure
    Swiatnicki, Z
    Olej, V
    NEURAL NETWORKS AND SOFT COMPUTING, 2003, : 578 - 583
  • [27] Genetic tolerance fuzzy neural networks: From data to fuzzy hyperboxes
    Pedrycz, Witold
    NEUROCOMPUTING, 2007, 70 (7-9) : 1403 - 1413
  • [28] Portfolio Optimization with Wavelet Analysis and Neural Fuzzy Networks
    Gursoy, Omer Z.
    Tas, Oktay
    JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2022, 39 (2-4) : 225 - 250
  • [29] Optimization methodology based on neural networks and genetic algorithms applied to electro-coagulation processes
    Piuleac, Ciprian G.
    Curteanu, Silvia
    Rodrigo, Manuel A.
    Saez, Cristina
    Fernandez, Francisco J.
    CENTRAL EUROPEAN JOURNAL OF CHEMISTRY, 2013, 11 (07): : 1213 - 1224
  • [30] Neural networks and genetic algorithms used for modeling and optimization of the siloxane-siloxane copolymers synthesis
    Curteanu, Silvia
    Cazacu, Maria
    JOURNAL OF MACROMOLECULAR SCIENCE PART A-PURE AND APPLIED CHEMISTRY, 2008, 45 (01): : 23 - 36
12345