A Systematic Review of Linear Programming Techniques as Applied to Diet Optimisation and Opportunities for Improvement
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Date
2023
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Journal of Optimization
Abstract
Food provides the required nutrients for adequate growth and development. However, meeting the recommended
nutrients while considering environmental sustainability can be complicated and challenging. Previously, trial-and-error methods
were used for product development, but these are tedious and time-consuming. Mathematical techniques such as linear programming offer an alternative and rapid approach to developing products with nutritional and/or sustainability considerations. Tis
method has been extensively used in diet optimisation but does not satisfactorily address dietary problems with more than one
objective function. Aim. The review aimed to explore the extent of mathematical approaches to addressing dietary problems.
Methodology. A systematic review approach was adopted for the research. The major search engines used were Scopus, PubMed, and
and Science Direct, based on selected keywords. A stepwise structural method was used to obtain articles. Articles that contained
The search keywords that were applied in nonhuman cases were excluded. Duplicated articles were also excluded and accounted for as
one. All articles were subjected to further review based on their abstract and complete titles before passing them for data analysis.
Results. The total number of articles obtained from the search activity was 280. Fifty-six were retained after the criteria for
inclusion were applied to them. Out of the 56 articles retained, only two studies used goal programming and nonlinear generalised
mathematical approaches to address dietary problems. All other studies used the linear programming approach, focusing mainly
on one or two constraints (nutrients and/or acceptability), highlighting the limitations of linear programming in addressing the
multiple factors of a sustainable diet. Several researchers have proposed using multiobjective optimisation, an extension of linear
programming to address challenges with sustainable diets. These approaches can be further explored to address sustainable
dietary problems.
Description
Research Article
Keywords
Linear Programming Techniques, nutrition, Diet