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Título: Hybrid optimization techniques for industrial production planning
Autores: Vasant, Pandian M.
Fecha: 2011-08-31
2010
Publicador: Unversidad Nacional de La Plata
Fuente:


Tipo: Articulo
Revision
Tema: técnicas de optimización; técnicas híbridas; planificación de producción industrial
optimization techniques; hybrid techniques; planning of industrial production
técnicas de otimização; técnicas híbridas; planejamento da produção industrial
Ciencias Informáticas
Descripción: In this Ph. D thesis, the main significant contributions are: formulation of a new non-linear membership function using fuzzy approach to capture and describe vagueness in the technological coefficients of constraints in the industrial production planning problems [1-3]. This non-linear membership function is flexible and convenience to the decision makers in their decision making process. Secondly, a nonlinear objective function in the form of cubic function for fuzzy optimization problems is successfully solved by 15 hybrid and non-hybrid optimization techniques from the area of soft computing and classical approaches [4-7]. Among the 15 techniques, three outstanding techniques are selected based on the percentage of quality solution. An intelligent performance analysis table is tabulated to the convenience of decision makers and implementers to select the niche optimization techniques to apply in real word problem solving approach particularly related to industrial engineering problems.
Idioma: Inglés