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Optimización Combinatoria Multi objetivo: Optimización Entera y Metaheurísticas para la Programación de Máquinas en Entorno Hybrid Flow Shop by Juan Sebastián Acevedo Rodríguez

Optimización Combinatoria Multi objetivo: Optimización Entera y Metaheurísticas para la Programación de Máquinas en Entorno Hybrid Flow Shop

by Juan Sebastián Acevedo Rodríguez
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Book cover type: Paperback
  • ISBN13: 9789999317603
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Eliva Press
  • Publisher Imprint: Eliva Press
  • Publication Date:
  • Pages: 52
  • Original Price: USD 42.5
  • Language: Spanish
  • Edition: N/A
  • Item Weight: 82 grams
  • BISAC Subject(s): General

La programación de producción es una tarea que usualmente es realizada por una persona con muchos años de experiencia en la fábrica, que posee un profundo conocimiento de las máquinas, tiempos y procesos. Es una tarea compleja en la que existen múltiples restricciones y variables, la fase de planeación puede durar incluso semanas. En este trabajo exploramos las diferentes aproximaciones para construir un algoritmo capaz de generar una solución factible en cuestión de minutos u horas. Entendiendo paso a paso la complejidad algorítmica de un esquema Hybrid Flow Shop, su riqueza matemática y combinatoria, y las diferentes aproximaciones y formas de codificar el problema en lenguaje matemático. Profundizando en técnicas como la programación entera mixta, algoritmos genéticos, búsqueda local y algoritmos constructivistas, aplicadas a un problema de optimización con múltiples objetivos.

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