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Solving the Single-Valued Trapezoidal Neutrosophic Transportation Problems through the Novel Dhouib-Matrix-TP1 Heuristic

Souhail Dhouib

2021Mathematical Problems in Engineering33 citationsDOIOpen Access PDF

Abstract

The transportation problem has been widely studied in the field of supply chain management where circulation of products with a minimal transportation cost is an important issue. This paper presents the first adaptation of the Dhouib-Matrix-TP1 heuristic to solve the transportation problem in single-valued trapezoidal neutrosophic environment. Hence, the recently developed Dhouib-Matrix-TP1 heuristic is enriched with two functions to solve the neutrosophic transportation problem. On the one hand, a defuzzification function is exploited in order to convert the single-valued trapezoidal neutrosophic numbers to crisp numbers. On the other hand, an original metric function (Average-Min) is proposed with the intention of performing the nodes selection process. With an illustration from a literature example, we show to the decision maker the multiple advantages of the novel heuristic Dhouib-Matrix-TP1 which can be easily implemented in real-life industrial transportation under neutrosophic environment.

Topics & Concepts

HeuristicTransportation theoryMathematical optimizationMatrix (chemical analysis)Computer scienceSelection (genetic algorithm)Process (computing)Metric (unit)Function (biology)MathematicsOperations researchArtificial intelligenceEngineeringOperations managementOperating systemMaterials scienceEvolutionary biologyComposite materialBiologyOptimization and Mathematical ProgrammingMulti-Criteria Decision MakingSmart Parking Systems Research