Agent-based modelling and heuristic approach for solving complex OEM flow-shop productions under customer disruptions

Adediran, Tunde Victor; Al-Bazi, Ammar; Santos, Luiz Eduardo dos

doi:10.1016/j.cie.2019.04.054

Cited by 13 publications

(11 citation statements)

References 50 publications

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“…This applies to raw materials entering any production and finished product (Yadav et al, 2017). This policy is intended to accurately reduce inventory costs and management to prevent fluctuations in the fixed demand rate after stock withdrawals (Dania, 2010;Adediran et al, 2019). As a result, the researchers have a different set of costs as follows (Al-Jawad, 2013, p.151):…”

Section: Inventory Controlmentioning

confidence: 99%

An Efficient Inventory Model-Based Ga for Food Deterioration Products in the Tourism Industry

‎Al-Salami

Saleh²,

Al-Bazi

2022

Pesqui. Oper.

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Background: The inventory control practice of deteriorating food products that are subject to an expiration date is a challenging process. Inappropriate inventory control practice leads to substantial waste of products and significant holding and purchasing costs. Purpose: This paper aims to develop an inventory control model-based Genetic Algorithm (GA) to minimize the Total Annual Inventory Cost (TAIC) function developed explicitly for the proposed model. Methodology: GA is used and tailored to provide the best reorder level of deteriorating food products. A case study of one of the five-star hotels in Iraq is conducted, followed by a sensitivity analysis study to validate the proposed model for varying reorder levels. Results and Conclusion:A minimum inventory cost is obtained with an optimum reorder level achieved by running GA. It is concluded that the optimal reorder level provided by the proposed GA minimized the monthly inventory cost of products.

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Section: Inventory Controlmentioning

confidence: 99%

An Efficient Inventory Model-Based Ga for Food Deterioration Products in the Tourism Industry

‎Al-Salami

Saleh²,

Al-Bazi

2022

Pesqui. Oper.

Self Cite

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“…In relation to disruptions faced in the manufacturing sector, authors in [12] investigated flow-shop disruption where customer changing demand behaviour is considered. The impact of random machine breakdowns disrupting a two-stage assembly flow shop was proposed in [13].…”

Section: Review On Customer Behaviour and Disruption Modelling In Com...mentioning

confidence: 99%

“…The work lacked the sustainable control of inventory level to respond to the impact of disruption continuously, especially as it affects production schedules. It focuses on keeping inventory levels to the maximum and offers high priority for very low orders or at critical inventory levels to mitigate disruption effects, also in [12], which focused on customer behaviour but tackled the impact of the combination of three customer-imposed disruptions -changing quantity, changing delivery time and changing production sequence. The study introduced inventory sustainability as a means of accommodating the consequences of disruptions.…”

Section: Review On Customer Behaviour and Disruption Modelling In Com...mentioning

confidence: 99%

Complex Production-Inventory Replenishment Problem With Uncertainty in Customer Behaviour

Adediran¹,

Al-Bazi²

2022

Int J Ind Eng Manag

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“…ABC modelling, implemented within the Anylogic environment [1], [8], will use the MC method. Two modules will be developed:…”

Section: Simulation Model Designmentioning

confidence: 99%

Abc Simulation Using Discrete Events

Parv¹,

Micu²

2020

ENS

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The current economic environment causes organizations to produce goods at competitive costs, given the careful monitoring of material and energy consumption and that of carbon emissions. In this context, Material Flow Cost Accounting (MFCA) has become the subject of the ISO 1405 quality standard. The present paper presents, starting from the mathematical model of Activity Based Costing (ABC), the design and running of the discreteevents simulation within the Anylogic environment. The results of the simulation are presented in an accessible form, respectively in EXCEL files.

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Agent-based modelling and heuristic approach for solving complex OEM flow-shop productions under customer disruptions

Cited by 13 publications

References 50 publications

An Efficient Inventory Model-Based Ga for Food Deterioration Products in the Tourism Industry

An Efficient Inventory Model-Based Ga for Food Deterioration Products in the Tourism Industry

Complex Production-Inventory Replenishment Problem With Uncertainty in Customer Behaviour

Abc Simulation Using Discrete Events

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