Optimizing Nutritional Decisions: A Particle Swarm Optimization–Simulated Annealing-Enhanced Analytic Hierarchy Process Approach for Personalized Meal Planning

By integrating the PSO-SA algorithm into a mobile app, we empower nutritionists with an advanced decision-making tool for creating tailored meal plans that promote healthier dietary choices and improved client outcomes. This research represents a significant advancement in multi-criteria decision-making for nutrition, offering a robust solution to the inconsistency challenge in AHP and paving the way for more effective and personalized dietary interventions.

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Institutions

Publication Details

Journal
Nutrients
Published
2024-09-15
DOI
https://doi.org/10.3390/nu16183117
Citations
4
Primary Topic
Optimization and Mathematical Programming
Type
article
Field-Weighted Citation Impact
1.31

Funders

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article

Optimizing Nutritional Decisions: A Particle Swarm Optimization–Simulated Annealing-Enhanced Analytic Hierarchy Process Approach for Personalized Meal Planning

Fatemeh Sarani Rad, Juan Li, Maryam Amiri
4 citations
Nutrients
Optimization and Mathematical Programming
1.31
article

Optimizing Nutritional Decisions: A Particle Swarm Optimization–Simulated Annealing-Enhanced Analytic Hierarchy Process Approach for Personalized Meal Planning

Fatemeh Sarani Rad, Juan Li, Maryam Amiri
article en
4 citations

Abstract

By integrating the PSO-SA algorithm into a mobile app, we empower nutritionists with an advanced decision-making tool for creating tailored meal plans that promote healthier dietary choices and improved client outcomes. This research represents a significant advancement in multi-criteria decision-making for nutrition, offering a robust solution to the inconsistency challenge in AHP and paving the way for more effective and personalized dietary interventions.

NutrientsVol. 16(18)
North Dakota State University (US)
National Science Foundation
Zero hunger
Openalex Percentile: Top 19%
Optimization and Mathematical Programming
1.31
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