Green inventory routing problem using hybrid genetic algorithm / Huda Zuhrah Ab Halim ... [et al.]

Carbon dioxide (CO2) is known as one of the largest sources of global warming. One of the ways to curb CO2 emissions is by considering the environmental aspect in the supply chain management. This paper analyses the influence of carbon emissions on the Inventory Routing Problem (IRP). The IRP networ...

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Main Authors: Ab Halim, Huda Zuhrah (Author), Mohd Azliana, Nureffa Natasha (Author), Baharom, Nuridawati (Author), Fauzi, Nur Fatihah (Author), Ahmad Bakhtiar, Nurizatul Syarfinas (Author), Khairudin, Nur Izzati (Author)
Format: Article
Language:English
Published: UiTM Cawangan Perlis, 2021.
Subjects:
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LEADER 02236 am a22002293u 4500
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100 1 0 |a Ab Halim, Huda Zuhrah  |e author 
700 1 0 |a Mohd Azliana, Nureffa Natasha  |e author 
700 1 0 |a Baharom, Nuridawati  |e author 
700 1 0 |a Fauzi, Nur Fatihah  |e author 
700 1 0 |a Ahmad Bakhtiar, Nurizatul Syarfinas  |e author 
700 1 0 |a Khairudin, Nur Izzati  |e author 
245 0 0 |a Green inventory routing problem using hybrid genetic algorithm / Huda Zuhrah Ab Halim ... [et al.] 
260 |b UiTM Cawangan Perlis,   |c 2021. 
856 |z Get fulltext  |u https://ir.uitm.edu.my/id/eprint/60528/1/60528.pdf 
856 |z View Fulltext in UiTM IR  |u https://ir.uitm.edu.my/id/eprint/60528/ 
520 |a Carbon dioxide (CO2) is known as one of the largest sources of global warming. One of the ways to curb CO2 emissions is by considering the environmental aspect in the supply chain management. This paper analyses the influence of carbon emissions on the Inventory Routing Problem (IRP). The IRP network consists of a depot, an assembly plant and multiple suppliers. The deterministic demands vary and are determined by the assembly plant. Fixed transportation cost, fuel consumption cost and inventory holding cost are used to evaluate the system's total cost in which fuel consumption cost is determined by fuel consumption rate, distance, and fuel price. Backordering and split pick-up are not allowed. The main purpose of this study is to analyze the distribution network especially the overall costs of the supply chain by considering the CO2 emissions as well. The problem is known as Green Inventory Routing Problem (GIRP). The mixed-integer linear programming of this problem is adopted from Cheng et al. wherein this study a different Hybrid Genetic Algorithm is proposed at mutation operator. As predicted, GIRP has a higher total cost as it considered fuel consumption cost together with the transportation and inventory costs. The results showed the algorithm led to different sequences of routings considering the carbon dioxide emission in the objective function. 
546 |a en 
650 0 4 |a Evolutionary programming (Computer science). Genetic algorithms 
650 0 4 |a Environmental protection 
655 7 |a Article