Application and Comparison of Three Multiobjective Linear Programming Methods

ABSTRACT

A biobjective production planning problem was modelled using the Compromise Constraint Biobjective LP (CCBLP) method, the traditional Weighted-sum Scalarization (WSS) and Non-preemptive Goal Programming (NGP) approaches. Various preference indices were used to explore the tradeoff options and the ~ distance metric was used to determine the best compromise solution and the appropriate preference indices. The solution of CCBLP was the closest to the ideal solution with L1 metric of 0.326 and corresponding preference indices of WI = 0.25, w2 = 0.75. Comparison of the results showed that the CCBLP is more sensitive to changes in preference indices than the WSS and NGP methods and hence it is more useful in helping the decision maker to make intelligent tradeoff decisions. 

Overall Rating

0

5 Star
(0)
4 Star
(0)
3 Star
(0)
2 Star
(0)
1 Star
(0)
APA

Adeyeye, A & Owaba, O (2021). Application and Comparison of Three Multiobjective Linear Programming Methods. Afribary. Retrieved from https://track.afribary.com/works/application-and-comparison-of-three-multiobjective-linear-programming-methods

MLA 8th

Adeyeye, Ademola and OE Owaba "Application and Comparison of Three Multiobjective Linear Programming Methods" Afribary. Afribary, 15 Mar. 2021, https://track.afribary.com/works/application-and-comparison-of-three-multiobjective-linear-programming-methods. Accessed 27 Nov. 2024.

MLA7

Adeyeye, Ademola, OE Owaba . "Application and Comparison of Three Multiobjective Linear Programming Methods". Afribary, Afribary, 15 Mar. 2021. Web. 27 Nov. 2024. < https://track.afribary.com/works/application-and-comparison-of-three-multiobjective-linear-programming-methods >.

Chicago

Adeyeye, Ademola and Owaba, OE . "Application and Comparison of Three Multiobjective Linear Programming Methods" Afribary (2021). Accessed November 27, 2024. https://track.afribary.com/works/application-and-comparison-of-three-multiobjective-linear-programming-methods