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Model on Oil Platform Using Brain Storm Optimization Algorithm

  • Lourdes MargainEmail author
  • Alberto Ochoa
  • Lissette Martínez Almaguer
  • Rigoberto Velázquez
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 734)

Abstract

Logistics is a complex field, requires use bioinspired algorithms used to refer a solution of computational problems, based on the planning and implementation on existing models in the evolutionary process. However, other paradigms that can be taken in the creation of evolutionary algorithms also exist such as the forces of nature, which have been many algorithms based on water, gas and wind reactions. Many of the environments involving unstructured problems in this case a problem of accommodation vessels relate with survive supplies to an oil platform with limited resources, which can be considered from the perspective of brainstorm process. This process offer a wide range categorized models that ignore the possible solutions to the problem common situation in real life. The purpose of this research is to apply evolutionary computation properties of brain process to a problem related with technology, to corroborate through data mining analysis of how is the support of various companies which use technology and carry different types of goods deemed survival supplies. A model arrangement of supplies vessels was developed in order to enable learning of this intelligent logistics problem, modelling a problem from PEMEX (Oil Government Company in Mexico) using to resolve Brain Storm Optimization Algorithm.

Keywords

Brain Storm Optimization Algorithm Data mining Modeling intelligent logistics problems 

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Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Lourdes Margain
    • 1
    Email author
  • Alberto Ochoa
    • 2
  • Lissette Martínez Almaguer
    • 3
  • Rigoberto Velázquez
    • 4
  1. 1.Universidad Politécnica de AguascalientesAguascalientesMexico
  2. 2.Maestría en Cómputo AplicadoUniversidad Autónoma de Ciudad JuárezCiudad JuárezMexico
  3. 3.Universidad de las Ciencias InformáticasHavanaCuba
  4. 4.Universidad Autónoma de SinaloaCuliacánMexico

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