Archive

IJASM Latest News

Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org


Successfully Published

Volume 6,Issue 4,July - Aug.,2019


Submissions open

"Submissions Open For Volume 6,Issue 5,Sept.- Oct., 2019"


Mail your paper at E-mail:

Mail your paper at E-mail: submit2ijasm@yahoo.in , submit@ijasm.org



Our Journals

  • IJECCE
    IJECCE
  • IJEIR
    IJEIR
  • IJAIR
    IJAIR
  • IJAIM
    IJAIM
  • IJISM
    IJISM
  • IJRAS
    IJRAS
  • IJIRES
    IJIRES
  • IJRIES
    IJRIES
  • IJASM
    IJASM

Aquaculture Water Quality Dynamic Prediction Based on EDBD Algorithm Grey Neural Network Forecasting Model

  • Zhang, Shiliang
Due to the parameter of the random initialization network when using the grey neural network forecasting model, problems like falling into local optimum value and low prediction accuracy during the evolutionary process often occurs. Therefore, adoption of the optimal initial parameters of EDBD algorithm grey neural network is proposed, a prediction model based on EDBDA optimization grey neural network. Online monitoring of water quality indicators analyze, classify, predicts, determine the nonlinear relationship between its water quality indicators and other the affecting factors, research the distribution of water and quality changes in aquaculture water and discriminate for water quality fuzziness. Through experiments, comparative analysis are made on three forecasting models: the RBF neural network, the grey neural network and the EDBDA optimization grey neural network. In regards to stability of prediction performance, this model is significantly better than the conventional use of network prediction model. The results demonstrate the effectiveness of the proposed model to further improve the accuracy of grey neural network forecasting model.
Select Volume / Issue:
Year:
2015
Type of Publication:
Article
Keywords:
Neural Network; EDBD Algorithm; Forecasting Model; GM
Journal:
IJASM
Volume:
2
Number:
6
Pages:
207-212
Month:
November
Hits: 1624

Search

Don't have an account yet? Register Now!

Sign in to your account