Research Article

Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania

Volume: 5 Number: 4 October 1, 2017
  • Halidi A. Lyeme *
  • Allen Mushi
  • Yaw Nkansah-gyekye
EN

Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania

Abstract

In this study, a sensitivity analysis of a multi-objective optimization model for solid waste management (SWM) for Dar es Salaam city in Tanzania is considered. Our objectives were to identify the most sensitive parameters and effect of other input data to the model output. Five scenarios were considered by varying their associated parameter values. The results showed that the decrease of total cost for the SWM system in all scenarios was observed compared to the baseline solution when the single landfill was considered. Furthermore, the analysis shows that the variable cost parameter for the processing facilities is very sensitivity in such a way that if you increase the variable cost then, there is a rapid increase of total cost for the SWM system and the vice versa is true. The relevant suggestions to the decision makers were also discussed.

Keywords

References

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  6. Iman, R. L. and Helton, J. C. (1988). An investigation of uncertainty and sensitivity analysis techniques for computer models. Risk analysis. 8(1): 71-90.
  7. Lyeme, H. A., Mushi, A. and Nkansah-Gyekye, Y. (2016). Multi-objective optimization model formulation for solid waste management in dar es salaam, tanzania. Asian Journal of Mathematics and Applications. 2017.
  8. Provsek, A. and Leskovar, M. (2015). Use of fast fourier transform for sensitivity analysis. http:cdn.intechopen.com/pdfs-wm/48177.pdf. Accessed on 10 November 2016.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Halidi A. Lyeme * This is me
Tanzania

Allen Mushi This is me
Tanzania

Yaw Nkansah-gyekye This is me
Tanzania

Publication Date

October 1, 2017

Submission Date

December 17, 2016

Acceptance Date

February 27, 2017

Published in Issue

Year 2017 Volume: 5 Number: 4

APA
Lyeme, H. A., Mushi, A., & Nkansah-gyekye, Y. (2017). Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania. New Trends in Mathematical Sciences, 5(4), 107-116. https://izlik.org/JA74SU23NR
AMA
1.Lyeme HA, Mushi A, Nkansah-gyekye Y. Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania. New Trends in Mathematical Sciences. 2017;5(4):107-116. https://izlik.org/JA74SU23NR
Chicago
Lyeme, Halidi A., Allen Mushi, and Yaw Nkansah-gyekye. 2017. “Sensitivity Analysis of Multi-Objective Optimization for Solid Waste Management: A Case Study of Dares Salaam, Tanzania”. New Trends in Mathematical Sciences 5 (4): 107-16. https://izlik.org/JA74SU23NR.
EndNote
Lyeme HA, Mushi A, Nkansah-gyekye Y (October 1, 2017) Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania. New Trends in Mathematical Sciences 5 4 107–116.
IEEE
[1]H. A. Lyeme, A. Mushi, and Y. Nkansah-gyekye, “Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania”, New Trends in Mathematical Sciences, vol. 5, no. 4, pp. 107–116, Oct. 2017, [Online]. Available: https://izlik.org/JA74SU23NR
ISNAD
Lyeme, Halidi A. - Mushi, Allen - Nkansah-gyekye, Yaw. “Sensitivity Analysis of Multi-Objective Optimization for Solid Waste Management: A Case Study of Dares Salaam, Tanzania”. New Trends in Mathematical Sciences 5/4 (October 1, 2017): 107-116. https://izlik.org/JA74SU23NR.
JAMA
1.Lyeme HA, Mushi A, Nkansah-gyekye Y. Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania. New Trends in Mathematical Sciences. 2017;5:107–116.
MLA
Lyeme, Halidi A., et al. “Sensitivity Analysis of Multi-Objective Optimization for Solid Waste Management: A Case Study of Dares Salaam, Tanzania”. New Trends in Mathematical Sciences, vol. 5, no. 4, Oct. 2017, pp. 107-16, https://izlik.org/JA74SU23NR.
Vancouver
1.Halidi A. Lyeme, Allen Mushi, Yaw Nkansah-gyekye. Sensitivity analysis of multi-objective optimization for solid waste management: A case study of Dares Salaam, Tanzania. New Trends in Mathematical Sciences [Internet]. 2017 Oct. 1;5(4):107-16. Available from: https://izlik.org/JA74SU23NR