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An iterative method for tri-level quadratic fractional programming problems using fuzzy goal programming approach

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dc.contributor.author Kassa, Semu Mitiku
dc.contributor.author Tsegay, Teklay Hailay
dc.date.accessioned 2021-11-15T08:04:40Z
dc.date.available 2021-11-15T08:04:40Z
dc.date.issued 2017-08-01
dc.identifier.citation Kassa, S. and Hailay, T. (2017) An iterative method for tri-level quadratic fractional programming problems using fuzzy goal programming approach. Journal of Industrial Engineering International, 14. 255-264, https://doi.org/10.1007/s40092-017-0224-8. en_US
dc.identifier.issn 255264
dc.identifier.uri http://repository.biust.ac.bw/handle/123456789/375
dc.description.abstract Tri-level optimization problems are optimization problems with three nested hierarchical structures, where in most cases conflicting objectives are set at each level of hierarchy. Such problems are common in management, engineering designs and in decision making situations in general, and are known to be strongly NP-hard. Existing solution methods lack universality in solving these types of problems. In this paper, we investigate a tri-level programming problem with quadratic fractional objective functions at each of the three levels. A solution algorithm has been proposed by applying fuzzy goal programming approach and by reformulating the fractional constraints to equivalent but non-fractional non-linear constraints. Based on the transformed formulation, an iterative procedure is developed that can yield a satisfactory solution to the tri-level problem. The numerical results on various illustrative examples demonstrated that the proposed algorithm is very much promising and it can also be used to solve larger-sized as well as n-level problems of similar structure. en_US
dc.language.iso en en_US
dc.publisher Springer en_US
dc.subject Tri-level programming en_US
dc.subject Quadratic fractional programming en_US
dc.subject Fuzzy goal programming en_US
dc.subject Membership functions en_US
dc.subject Deviational variables en_US
dc.title An iterative method for tri-level quadratic fractional programming problems using fuzzy goal programming approach en_US
dc.description.level phd en_US
dc.description.accessibility unrestricted en_US
dc.description.department mss en_US


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