Soft Computing · 2021 · 109 citations · 78 references
ManagementOperations ManagementSupply Chain ManagementLogistics ManagementSupply Chain EngineeringSupply Chain StrategyCombinatorial OptimizationFishery Supply ChainsFood Supply ChainsSeafood Supply ChainsSupply Chain Network DesignSupply Chain OptimizationClosed-loop Supply Chain Network DesignCost Savings AnalysisCost Savings EfficienciesFood Supply Chain Network DesignLogistics Of SeafoodMulti-echelon Distribution NetworksSeafood Distribution NetworksSeafood Supply Chain Logistics
Abstract Recent developments in food industries have attracted both academic and industrial practitioners. Shrimp as a well-known, rich, and sought-after seafood, is generally obtained from either marine environments or aquaculture. Central prominence of Shrimp Supply Chain (SSC) is brought about by numerous factors such as high demand, market price, and diverse fisheries or aquaculture locations. In this respect, this paper considers SSC as a set of distribution centers, wholesalers, shrimp processing factories, markets, shrimp waste powder factory, and shrimp waste powder market. Subsequently, a mathematical model is proposed for the SSC, whose aim is to minimize the total cost through the supply chain. The SSC model is NP- hard and is not able to solve large-size problems. Therefore, three well-known metaheuristics accompanied by two hybrid ones are exerted. Moreover, a real-world application with 15 test problems are established to validate the model. Finally, the results confirm that the SSC model and the solution methods are effective and useful to achieve cost savings.
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Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
John H. Holland · Scientific American · 1992 · 5.3K citations
Kannan Govindan, Ahmad Jafarian, Roohollah Khodaverdi et al. · International Journal of Production Economics · 2014 · 636 citations
Management, Operations Management, Supply Chain Management +16