ISSN 2394-5125
 

Research Article 


A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO.

Abstract
Several metaheuristic approaches have been devised to deal with the tedious and cumbersome nature of dietary menu planning. In particular,
Particle Swarm Optimization (PSO) has been used due to its efficiency and simplicity. However, even classical PSO has been shown to output
suboptimal solutions. In this study, fuzzy evaluation and genetic operators were integrated into PSO to improve decision-making capabilities and
increase the chances of choosing better quality solutions. The results of the study show that the integration of fuzzy evaluation and genetic
operators into the classical PSO has addressed its limitation of coming up with suboptimal solutions. This finds particular importance in decisionmaking towards better quality dietary meal planning.

Key words: Particle Swarm Optimization; Genetic Operators; Dietary Menu Planning; Fuzzy Evaluation


 
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How to Cite this Article
Pubmed Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. JCR. 2020; 7(15): 602-607. doi:10.31838/jcr.07.15.90


Web Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. http://www.jcreview.com/?mno=119824 [Access: September 15, 2020]. doi:10.31838/jcr.07.15.90


AMA (American Medical Association) Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. JCR. 2020; 7(15): 602-607. doi:10.31838/jcr.07.15.90



Vancouver/ICMJE Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. JCR. (2020), [cited September 15, 2020]; 7(15): 602-607. doi:10.31838/jcr.07.15.90



Harvard Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO (2020) A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. JCR, 7 (15), 602-607. doi:10.31838/jcr.07.15.90



Turabian Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. 2020. A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. Journal of Critical Reviews, 7 (15), 602-607. doi:10.31838/jcr.07.15.90



Chicago Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. "A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING." Journal of Critical Reviews 7 (2020), 602-607. doi:10.31838/jcr.07.15.90



MLA (The Modern Language Association) Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO. "A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING." Journal of Critical Reviews 7.15 (2020), 602-607. Print. doi:10.31838/jcr.07.15.90



APA (American Psychological Association) Style

JUNRIE B. MATIAS, EDMARLYN M. PORRAS, ARNEL C. FAJARDO (2020) A HYBRID PARTICLE SWARM OPTIMIZATION TO SOLVE DIETARY MENU PLANNING. Journal of Critical Reviews, 7 (15), 602-607. doi:10.31838/jcr.07.15.90