MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS

This research develops a Multi-Compartment Vehicle Routing Problem (MCVRP) model and algorithm to deliver mixed product, including three different types of products: Halal certified, non-halal-but-allowable (NHBA) and non-halal. This model proposes flexible compartments where the size of each com...

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Main Author: Handoko, Asfin
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/77714
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:77714
spelling id-itb.:777142023-09-13T12:47:34ZMULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS Handoko, Asfin Indonesia Theses VRP, MILP, Halal Distribution, Integrity of Halal products. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/77714 This research develops a Multi-Compartment Vehicle Routing Problem (MCVRP) model and algorithm to deliver mixed product, including three different types of products: Halal certified, non-halal-but-allowable (NHBA) and non-halal. This model proposes flexible compartments where the size of each compartment is not fixed beforehand but the number of compartments is limited. These compartments are known as Continuously Flexible Compartment Sizes (CFCS), where the size of each compartment can be selected arbitrarily within the limits of the vehicle’s capacity. The developed model enriches the characteristics MCVRP-CFCS by adopting Islamic Sharia principles in distribution activities to prevent contamination and maintain the integrity of halal products. Connventional logistics services providers often use separate vehicle to deliver Halal-certified products. Meanwhile, other types of products are transported using a different vehicle, resulting in high operational costs. However, in this model, halal certified products and NHBA products can be loaded in the same vehicle route. The flexibility of NHBA products allows them to be combined with non-halal products. Thus, this model enables the use of the same vehicle to deliver a combination of Halal certified+NHBA products after transporting Haram+NHBA products but must go through a cleaning process. A Mixed Integer Linear Programming (MILP) model was formulated and showed a global optimal solution for a dataset of 4-9 customers. Additionally, the developed Genetic Algorithm (GA) generates near-optimal solutions with an 8.34% gap. GA also efficiently solves larger problems with up to 40 customers within a reasonable timeframe. The developed mathematical model and algorithm can guarantee the Islamic Sharia principles in Halal logistics by preventing contamination of halal- certified products and maintaining a low distribution cost. 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 This research develops a Multi-Compartment Vehicle Routing Problem (MCVRP) model and algorithm to deliver mixed product, including three different types of products: Halal certified, non-halal-but-allowable (NHBA) and non-halal. This model proposes flexible compartments where the size of each compartment is not fixed beforehand but the number of compartments is limited. These compartments are known as Continuously Flexible Compartment Sizes (CFCS), where the size of each compartment can be selected arbitrarily within the limits of the vehicle’s capacity. The developed model enriches the characteristics MCVRP-CFCS by adopting Islamic Sharia principles in distribution activities to prevent contamination and maintain the integrity of halal products. Connventional logistics services providers often use separate vehicle to deliver Halal-certified products. Meanwhile, other types of products are transported using a different vehicle, resulting in high operational costs. However, in this model, halal certified products and NHBA products can be loaded in the same vehicle route. The flexibility of NHBA products allows them to be combined with non-halal products. Thus, this model enables the use of the same vehicle to deliver a combination of Halal certified+NHBA products after transporting Haram+NHBA products but must go through a cleaning process. A Mixed Integer Linear Programming (MILP) model was formulated and showed a global optimal solution for a dataset of 4-9 customers. Additionally, the developed Genetic Algorithm (GA) generates near-optimal solutions with an 8.34% gap. GA also efficiently solves larger problems with up to 40 customers within a reasonable timeframe. The developed mathematical model and algorithm can guarantee the Islamic Sharia principles in Halal logistics by preventing contamination of halal- certified products and maintaining a low distribution cost.
format Theses
author Handoko, Asfin
spellingShingle Handoko, Asfin
MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS
author_facet Handoko, Asfin
author_sort Handoko, Asfin
title MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS
title_short MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS
title_full MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS
title_fullStr MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS
title_full_unstemmed MULTI-COMPARTMENT VEHICLE ROUTING PROBLEM WITH CONTINUOUSLY FLEXIBLE COMPARTMENT SIZES (MCVRP-CFCS) MODEL AND ALGORITHM WITH TIME WINDOWS, MULTIPLE TRIPS AND CLEANING SERVICES TO MINIMIZE THE DISTRIBUTION COST OF HALAL PRODUCTS
title_sort multi-compartment vehicle routing problem with continuously flexible compartment sizes (mcvrp-cfcs) model and algorithm with time windows, multiple trips and cleaning services to minimize the distribution cost of halal products
url https://digilib.itb.ac.id/gdl/view/77714
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