Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)

Neuron Model Utilizing Information of Local Samples for Forecasting Management State of Enterprise

Authors
Jun Zhai1
1School of Economics and Management, Dalian Maritime University
Corresponding Author
Jun Zhai
Available Online October 2007.
DOI
https://doi.org/10.2991/iske.2007.97How to use a DOI?
Keywords
Neuron model, Neural network, Forecasting, Management state of enterprise
Abstract

In order to conquer the localization of the multi-layered feed forward neural networks, this paper presents a kind of neuron models utilizing information of local samples—the UILS neuron model, including an adaptive neuron model and a self-organization neuron model. Differing from traditional models, it fully employs the experience samples information within the local range and well embodies the association and analogy functions of cerebrum. Through investigating the properties of UILS and learning algorithm, we build a method based on the neuron model for forecasting the management state of enterprise according to the economic and technology indexes. It is verified that using the UILS model, expert experiences can be well expressed in the forecasting results.

Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
Series
Advances in Intelligent Systems Research
Publication Date
October 2007
ISBN
978-90-78677-04-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/iske.2007.97How to use a DOI?
Copyright
© 2007, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Jun Zhai
PY  - 2007/10
DA  - 2007/10
TI  - Neuron Model Utilizing Information of Local Samples for Forecasting Management State of Enterprise
BT  - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007)
PB  - Atlantis Press
SP  - 569
EP  - 573
SN  - 1951-6851
UR  - https://doi.org/10.2991/iske.2007.97
DO  - https://doi.org/10.2991/iske.2007.97
ID  - Zhai2007/10
ER  -