Interactive livestock feed ration optimization using evolutionary algorithms

DD Uyeh, R Mallipeddi, T Pamulapati, T Park… - … and Electronics in …, 2018 - Elsevier
The profitability of the livestock industry largely depends on cost-effective feed ration
formulation as feed accounts for between 60 and 80% of production costs. Therefore, feed …

Proposing a framework for sustainable feed formulation for laying hens: A systematic review of recent developments and future directions

MD Heidari, S Gandasasmita, E Li… - Journal of cleaner …, 2021 - Elsevier
Feed production is a significant contributor to the environmental footprint of livestock
products. Feed formulation may therefore provide valuable opportunities to reduce impacts …

Animal feed formulation: mathematical programming techniques.

PS Pratiksha Saxena, NK Neha Khanna - CABI Reviews, 2014 - cabidigitallibrary.org
Animal feed models have been derived by mathematical programming techniques and are
used for the purpose of optimizing weight gain and animal yield. This paper reviews the …

Time series livestock diet optimization: cost-effective broiler feed substitution using the commodity price spread approach

O Alqaisi, OA Ndambi, RB Williams - Agricultural and Food Economics, 2017 - Springer
Sustainable feed formulation (defined here as nutritional and economic feed optimization) is
substantial in feed chain production from crop farmers to livestock producers. Diet …

Evolutionary Algorithm with Roulette‐Tournament Selection for Solving Aquaculture Diet Formulation

R Abd Rahman, R Ramli, Z Jamari… - Mathematical …, 2016 - Wiley Online Library
The function of operators in an evolutionary algorithm (EA) is very crucial as the operators
have a strong effect on the performance of the EA. In this paper, a new selection operator is …

An efficient evolutionary optimizer for solving complex dairy feed optimization problems

R Das, KN Das, S Mallik - Computers and Electronics in Agriculture, 2023 - Elsevier
Dairy feed ration optimization is one of the most debated problems of the present time. The
presence of linear and non-linear constraints, along with their various potential blends, turns …

[HTML][HTML] The use of broccoli agro-industrial waste in dairy cattle diet for environmental mitigation

S Quintero-Herrera, AM García-León… - Cleaner Environmental …, 2021 - Elsevier
Livestock feed production for the intensive dairy industry has a significant environmental
impact. This study evaluated the potential to reduce the environmental impacts of milk …

Shrimp feed formulation via evolutionary algorithm with power heuristics for handling constraints

RA Rahman, G Kendall, R Ramli, Z Jamari… - …, 2017 - Wiley Online Library
Formulating feed for shrimps represents a challenge to farmers and industry partners. Most
previous studies selected from only a small number of ingredients due to cost pressures …

Application of artificial neural network (ANN) for animal diet formulation modeling

P Saxena, Y Parasher - Procedia Computer Science, 2019 - Elsevier
This paper focuses on training the mathematical models for prediction of optimal livestock
feed blend for animal. In this paper, three functions are trained to find the most optimal …

[HTML][HTML] Application of a mathematical framework for the optimization of precision-fed dairy cattle diets

LM Campos, H Ringer, M Chung, MD Hanigan - animal, 2023 - Elsevier
Applied tools that allow more precise feeding of animals provide an opportunity to maximize
revenue under milk and feed price oscillations. A compact-vectorized version of the 8th …