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Title: Modelling fruit characteristics during apple maturation: A stochastic approach
Authors: Scheerlinck, Nico ×
Peirs, Ann
Desmet, Michèle
Schenk, Ann
Nicolai, Bart #
Issue Date: Jun-2004
Publisher: Swets zeitlinger publishers
Series Title: Mathematical and computer modelling of dynamical systems vol:10 issue:2 pages:149-168
Abstract: At present, mathematical models to predict the change of fruit quality attributes during apple maturation are deterministic and do not take into account the large natural variability of fruit quality attributes during the growing season. In this work a stochastic system approach was developed to describe the quality evolution of fruit. The basic dynamics of fruit quality evolution was represented by means of a stochastic system, in which the initial conditions and the model parameters were specified as random variables together with their probability density functions. A fundamental approach from stochastic systems theory was used to compute the propagation of the probability density functions of fruit quality attributes, which requires the numerical solution of the Fokker-Planck equation.
ISSN: 1387-3954
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Leuven Statistics Research Centre (LStat)
Division of Mechatronics, Biostatistics and Sensors (MeBioS)
× corresponding author
# (joint) last author

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