Optimization of Just-In-Sequence Supply: A Flower Pollination Algorithm-Based Approach

The just-in-sequence inventory strategy, as an important part of the supply chain solutions in the automotive industry, is based on feedback information from the manufacturer. The performance, reliability, availability and cost efficiency are based on the parameters of the members of the supply chai...

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Vydáno v:Sustainability Ročník 11; číslo 14; s. 3850
Hlavní autoři: Bányai, Tamás, Illés, Béla, Gubán, Miklós, Gubán, Ákos, Schenk, Fabian, Bányai, Ágota
Médium: Journal Article
Jazyk:angličtina
Vydáno: Basel MDPI AG 15.07.2019
Témata:
Approximation
Costs
Genetic algorithms
Integer programming
Inventory
Inventory control
Keywords
Linear programming
Literature reviews
Logistics
Mathematical models
Optimization
Planning
Process controls
Simulation
Supply chain management
Systematic review
ISSN:2071-1050, 2071-1050
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Abstract The just-in-sequence inventory strategy, as an important part of the supply chain solutions in the automotive industry, is based on feedback information from the manufacturer. The performance, reliability, availability and cost efficiency are based on the parameters of the members of the supply chain process. To increase the return on assets (ROA) of the manufacturer, the optimization of the supply process is unavoidable. Within the frame of this paper, the authors describe a flower pollination algorithm-based heuristic optimization model of just-in-sequence supply focusing on sustainability aspects, including fuel consumption and emission. After a systematic literature review, this paper introduces a mathematical model of just-in-sequence supply, including assignment and scheduling problems. The objective of the model is to determine the optimal assignment and schedule for each sequence to minimize the total purchasing cost, which allows improving cost efficiency while sustainability aspects are taken into consideration. Next, a flower pollination algorithm-based heuristic is described, whose performance is validated with different benchmark functions. The scenario analysis validates the model and evaluates its performance to increase cost-efficiency in just-in-sequence solutions.
AbstractList The just-in-sequence inventory strategy, as an important part of the supply chain solutions in the automotive industry, is based on feedback information from the manufacturer. The performance, reliability, availability and cost efficiency are based on the parameters of the members of the supply chain process. To increase the return on assets (ROA) of the manufacturer, the optimization of the supply process is unavoidable. Within the frame of this paper, the authors describe a flower pollination algorithm-based heuristic optimization model of just-in-sequence supply focusing on sustainability aspects, including fuel consumption and emission. After a systematic literature review, this paper introduces a mathematical model of just-in-sequence supply, including assignment and scheduling problems. The objective of the model is to determine the optimal assignment and schedule for each sequence to minimize the total purchasing cost, which allows improving cost efficiency while sustainability aspects are taken into consideration. Next, a flower pollination algorithm-based heuristic is described, whose performance is validated with different benchmark functions. The scenario analysis validates the model and evaluates its performance to increase cost-efficiency in just-in-sequence solutions.
Author Gubán, Miklós
Schenk, Fabian
Illés, Béla
Gubán, Ákos
Bányai, Ágota
Bányai, Tamás
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  fullname: Bányai, Ágota
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Snippet The just-in-sequence inventory strategy, as an important part of the supply chain solutions in the automotive industry, is based on feedback information from...
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SubjectTerms Approximation
Costs
Genetic algorithms
Integer programming
Inventory
Inventory control
Keywords
Linear programming
Literature reviews
Logistics
Mathematical models
Optimization
Planning
Process controls
Simulation
Supply chain management
Systematic review
Title Optimization of Just-In-Sequence Supply: A Flower Pollination Algorithm-Based Approach
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Volume 11
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