Forecasting recruitment and stock biomass of Northeast Arctic cod using neural networks

Forecasting recruitment and stock biomass of Northeast Arctic cod using neural networks

We apply an artificial neural network (ANN) to predict recruitment and biomass development of Northeast Arctic cod. The ANN is trained using a genetic algorithm with input time series such as spawning stock biomass of cod, herring and capelin biomass, and temperature. Forecasts were made by training...

Full description

Bibliographic Details
Main Authors: Geir Huse, Geir Ottersen
Format: Article
Language:English
Published: Consejo Superior de Investigaciones Científicas 2003-04-01
Series:Scientia Marina
Subjects:
cod
forecasting
neural networks
genetic algorithm
recruitment
abundance
temperature
growth
population dynamics
Online Access:http://scientiamarina.revistas.csic.es/index.php/scientiamarina/article/view/532

Internet

http://scientiamarina.revistas.csic.es/index.php/scientiamarina/article/view/532

Similar Items