Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing

With the rise of vegetable online retailing in recent years, the fulfillment of vegetable online orders has been receiving more and more attention. This paper addresses an integrated optimization model for harvest and farm-to-door distribution scheduling for vegetable online retailing. Firstly, we c...

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Main Authors: Yiping Jiang, Bei Bian, Lingling Li
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/9/11/724
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spelling doaj-ee25b7ceb6644d3591db53550240586f2021-04-02T06:07:29ZengMDPI AGAgronomy2073-43952019-11-0191172410.3390/agronomy9110724agronomy9110724Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online RetailingYiping Jiang0Bei Bian1Lingling Li2Department of Management Engineering, Nanjing Agricultural University, Nanjing 210031, ChinaDepartment of Management Engineering, Nanjing Agricultural University, Nanjing 210031, ChinaDepartment of Management Engineering, Nanjing Agricultural University, Nanjing 210031, ChinaWith the rise of vegetable online retailing in recent years, the fulfillment of vegetable online orders has been receiving more and more attention. This paper addresses an integrated optimization model for harvest and farm-to-door distribution scheduling for vegetable online retailing. Firstly, we capture the perishable property of vegetables, and model it as a quadratic postharvest quality deterioration function. Then, we incorporate the postharvest quality deterioration function into the integrated harvest and farm-to-door distribution scheduling and formulate it as a quadratic vehicle routing programming model with time windows. Next, we propose a genetic algorithm with adaptive operators (GAAO) to solve the model. Finally, we carry out numerical experiments to verify the performance of the proposed model and algorithm, and report the results of numerical experiments and sensitivity analyses.https://www.mdpi.com/2073-4395/9/11/724vegetableharvestpostharvest quality deteriorationfarm-to-door distribution
collection DOAJ
language English
format Article
sources DOAJ
author Yiping Jiang
Bei Bian
Lingling Li
spellingShingle Yiping Jiang
Bei Bian
Lingling Li
Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing
Agronomy
vegetable
harvest
postharvest quality deterioration
farm-to-door distribution
author_facet Yiping Jiang
Bei Bian
Lingling Li
author_sort Yiping Jiang
title Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing
title_short Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing
title_full Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing
title_fullStr Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing
title_full_unstemmed Integrated Harvest and Farm-to-Door Distribution Scheduling with Postharvest Quality Deterioration for Vegetable Online Retailing
title_sort integrated harvest and farm-to-door distribution scheduling with postharvest quality deterioration for vegetable online retailing
publisher MDPI AG
series Agronomy
issn 2073-4395
publishDate 2019-11-01
description With the rise of vegetable online retailing in recent years, the fulfillment of vegetable online orders has been receiving more and more attention. This paper addresses an integrated optimization model for harvest and farm-to-door distribution scheduling for vegetable online retailing. Firstly, we capture the perishable property of vegetables, and model it as a quadratic postharvest quality deterioration function. Then, we incorporate the postharvest quality deterioration function into the integrated harvest and farm-to-door distribution scheduling and formulate it as a quadratic vehicle routing programming model with time windows. Next, we propose a genetic algorithm with adaptive operators (GAAO) to solve the model. Finally, we carry out numerical experiments to verify the performance of the proposed model and algorithm, and report the results of numerical experiments and sensitivity analyses.
topic vegetable
harvest
postharvest quality deterioration
farm-to-door distribution
url https://www.mdpi.com/2073-4395/9/11/724
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AT beibian integratedharvestandfarmtodoordistributionschedulingwithpostharvestqualitydeteriorationforvegetableonlineretailing
AT linglingli integratedharvestandfarmtodoordistributionschedulingwithpostharvestqualitydeteriorationforvegetableonlineretailing
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