MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION

The price of a commodity in a market is closely related to demand and supply. The responses of market participants are not instantaneous, so it is necessary to consider the delay factor, especially in demand and supply. This study focuses on modeling market prices using discrete delay differentia...

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Main Author: Zidan Putra Irawan, Naufal
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/83984
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:83984
spelling id-itb.:839842024-08-13T14:56:14ZMARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION Zidan Putra Irawan, Naufal Indonesia Final Project rice, market, supply, demand. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/83984 The price of a commodity in a market is closely related to demand and supply. The responses of market participants are not instantaneous, so it is necessary to consider the delay factor, especially in demand and supply. This study focuses on modeling market prices using discrete delay differential equations by modifying the model developed by Katsumasa Kobayashi and applying it to the commodity of rice. The modified model is applied in two ways: first, by creating a model with information on rice commodities in 2023 and then predicting prices in the same year, and second, by creating a model with information on rice commodities in 2022 and then predicting prices in 2023. The model’s solution is determined using the step method and integration factor with various delays and weights. The results show that the model with a delay variation of 0.1 and a weight of 0.1 provides the best predictions among other variations, although the accuracy is limited to the fourth or fifth step. The first model relatively shows a smaller error compared to the second model. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description The price of a commodity in a market is closely related to demand and supply. The responses of market participants are not instantaneous, so it is necessary to consider the delay factor, especially in demand and supply. This study focuses on modeling market prices using discrete delay differential equations by modifying the model developed by Katsumasa Kobayashi and applying it to the commodity of rice. The modified model is applied in two ways: first, by creating a model with information on rice commodities in 2023 and then predicting prices in the same year, and second, by creating a model with information on rice commodities in 2022 and then predicting prices in 2023. The model’s solution is determined using the step method and integration factor with various delays and weights. The results show that the model with a delay variation of 0.1 and a weight of 0.1 provides the best predictions among other variations, although the accuracy is limited to the fourth or fifth step. The first model relatively shows a smaller error compared to the second model.
format Final Project
author Zidan Putra Irawan, Naufal
spellingShingle Zidan Putra Irawan, Naufal
MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION
author_facet Zidan Putra Irawan, Naufal
author_sort Zidan Putra Irawan, Naufal
title MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION
title_short MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION
title_full MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION
title_fullStr MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION
title_full_unstemmed MARKET EQUILIBRIUM MODEL WITH DISCRETE DELAY DIFFERENTIAL EQUATION
title_sort market equilibrium model with discrete delay differential equation
url https://digilib.itb.ac.id/gdl/view/83984
_version_ 1822282688157974528