Logistic Management Employing Tabu Search and Neural Network Algorithms: A Case Study

  • Isidro Peña García-Pardo
  • Fausto Pedro García Márquez
Conference paper
Part of the Lecture Notes in Management and Industrial Engineering book series (LNMIE)

Abstract

This paper presents a real case study of a routing problem in a Spanish firm leader in the fresh food industry. The main objective is to improve profits and competitiveness based on logistic operations, minimizing the transportation cost employing the tabu search and neural network meta-heuristics algorithms. The simplest case considered is the Traveling Salesman Problem (TSP). The real case study presented in this paper there are capacity restrictions and different demands at each node, therefore the problem is solved as a Capacitated Vehicle Routing Problem (CVRP).

Keywords

CVRP Neural network Tabu Search Logistic Management 

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Isidro Peña García-Pardo
    • 1
  • Fausto Pedro García Márquez
    • 2
  1. 1.Dpto. de Administración de Empresas, Facultad de Derecho y Ciencias SocialesUniversidad de Castilla-La ManchaCiudad RealSpain
  2. 2.INGENIUM GROUP, ETSI IndustrialesUniversidad de Castilla-La ManchaCiudad RealSpain

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