An Approach for Solving Goal Programming Problems using Interval Type-2 Fuzzy Goals

Un Enfoque para Resolver Problemas de Programación de Metas utilizando Intervalo Tipo-2 Objetivos difusos

  • Juan Carlos Figueroa-García Universidad Distrital Francisco José de Caldas
  • Juan Sebastian Patiño-Callejas Universidad Distrital Francisco José de Caldas
  • Krisna Yoel Espinosa-Ayala Universidad Distrital Francisco José de Caldas
Keywords: Fuzzy programming, Type-2 Fuzzy sets, Goal programming (en_US)

Abstract (en_US)

This paper presents a proposal for solving goal problems involving multiple experts opinions and perceptions. In goal programming problems where no statistical data about their goals exist, the use of information coming from experts becomes the last reliable source. This way, we propose an approach to model this kind of goals using Interval Type-2 fuzzy sets, and a simple method for finding an optimal solution based on previous methods that have been proposed for classical fuzzy sets.

Abstract (es_ES)

Este trabajo presenta un acercamiento a la solución de problemas de programación por metas que incluyen la opinión y percepción  de múltiples expertos. En problemas de metas que no tienen información estadística adecuada para definir los valores meta, el uso de información proveniente de expertos se convierte en la última fuente confiable de información. Así pues, proponemos una aproximación al modelado de este tipo de problemas utilizando conjuntos difusos de Intervalo Tipo-2, y un método sencillo para encontrar soluciones usando métodos propuestos por otros autores para conjuntos difusos clásicos.

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How to Cite
Figueroa-García, J. C., Patiño-Callejas, J. S., & Espinosa-Ayala, K. Y. (2015). An Approach for Solving Goal Programming Problems using Interval Type-2 Fuzzy Goals. Ingeniería, 20(2), 233-244. https://doi.org/10.14483/23448393.8300
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Published: 2015-08-10