Predicting solubility index of roller dried goat whole milk powder using Bayesian regularization ANN models
Journal Title: Scientific Journal of Zoology - Year 2012, Vol 1, Issue 3
Abstract
A predictive model for predicting solubility index of roller dried goat whole milk powder using artificial neural network is proposed. The model takes into account solubility index of the product as a function of roller dried goat milk. Feedforward networks with one hidden layer were used with Bayesian regularization algorithm. The best fitting with the training data set was obtained with 4à5à1 topology, which made possible to predict solubility index of roller dried goat whole milk powder with accuracy, at least as good as the experimental error, over the whole experimental range. On the validation data set, simulations and experimental kinetics test were in good agreement. The developed model can be used for predicting solubility index of roller dried goat whole milk powder.
Authors and Affiliations
S. Goyal*| National Dairy Research Institute, Karnal -132001, India., G. K. Goyal| National Dairy Research Institute, Karnal -132001, India.
Keywords
Related Articles
- EP ID EP953
- DOI -
- Views 649
- Downloads 46
Seasonal variability in some physicochemical parameters of water of AMADI- AMA creek, Niger delta
The seasonal and spatial variations of some water parameters in Amadi-Ama creek were investigated from January, 2009 to December, 2010 (24months) from 6 sampling stations. Water samples collected were analyzed following...
Schistosomus reflexus in a red Sokoto doe
Dystocia was observed in a primiparous One year old Red Sokoto Doe and was relieved manually, the fetus was observed to be monstrous and gross pathological examination showed; cleft sternum, scoliosis, abdominal and thor...
Some aspects of breeding habits of the red-vented bulbul (Pycnonotus Cafer) in the Cauvery delta region of southern India
Breeding habits of the Red-vented Bulbul (Pycnonotus cafer) was studied in a portion of Cauvery delta region of Nagapattinam District, Southern India during 2012 to 2013. A total of 52 active nests were located in the st...
A comparison of some egg geometry parameters in four close-bred stocks of Japanese quail
Present study was conducted to evaluate some egg geometry parameters infour close-bred stocks Major [(M), Kaleem (K), Saadat (S) and Zahid (Z)] ofJapanese quail at Avian Research and Training Centre UVAS, Lahore. For thi...
Survey of poultry diseases among exotic breeds of poultry in Katsina metropolis, Katsina state, Nigeria
A survey of some predominant poultry (exotic breeds) diseases was carried out in Katsina metropolis, Katsina state, Nigeria using an oral interview and a close ended questionnaire which was issued to 30 selected Poultry...