Neural network based decision model, used for design of rural natural gas systems

W. Pedrycz; J. Davidson; I. Goulter; IEEE

doi:10.1109/FUZZY.1992.258651

Back

Conference proceeding

Neural network based decision model, used for design of rural natural gas systems

W. Pedrycz, J. Davidson, I. Goulter and IEEE

[1992 Proceedings] IEEE International Conference on Fuzzy Systems, pp.1219-1226

1992

DOI: https://doi.org/10.1109/FUZZY.1992.258651

Abstract

Decision making

Fuzzy sets

Multi-layer neural network

Natural gas

Neural networks

The design and application of neural networks are examined in the context of a specific decision-making problem, the selection of an appropriate layout for a rural natural gas distribution system. The neural networks considered exploit one-stage classes of single-layer and multilayer architectures driven by logical constructs arising from the theory of fuzzy sets. The application is a multicriterion optimization problem. The neural networks' ability to model the decision-making process is illustrated with an example set of alternative layouts of rural natural gas systems.< >

Metrics

1 Record Views

Details

Title: Neural network based decision model, used for design of rural natural gas systems
Creators - without role: W. Pedrycz - University of Winnipeg
J. Davidson - University of Winnipeg
I. Goulter
IEEE
Publication Details: [1992 Proceedings] IEEE International Conference on Fuzzy Systems, pp.1219-1226
Publisher: IEEE
Identifiers: 9938661908331
Academic Unit: King Abdulaziz University
Language: English
Resource Type: Conference proceeding