ResearchBib Share Your Research, Maximize Your Social Impacts
Sign for Notice Everyday Sign up >> Login

HYBRID MODELING PREY PREDATOR-GENETIC ALGORITHM OF MOLD GROWTH DURING CACAO BEANS STORAGE

Journal: International Journal of Advanced Research (Vol.9, No. 02)

Publication Date:

Authors : ; ;

Page : 256-264

Keywords : Cocoa Beans Genetic Algorithm Identification Mold Leslie Gower Model Pareto Front;

Source : Downloadexternal Find it from : Google Scholarexternal

Abstract

The production and quality of cocoa beans remain key issues for the economy of Cote dIvoire. The fairly humid Ivorian climate promotes increased mold production, leading therefore to a considerable negative impact on beans quality. In this work, a prey predator model was proposed to simulate the molds growth on cocoa beans. Our model (MPM), based on that of Leslie Gower, was identified using a multi-objective genetic algorithm (MOGA). The developed model allows to stimulate the relationship between parameters (i.e. sugar content (Su) and molds (M) with a good accuracy (R=0.9963 and 0.8382 respectively for molds growth and sugar content).

Last modified: 2021-03-24 18:36:41