Optimal components assignment problem for a flow network with node failure using fuzzy optimization.
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| Title: | Optimal components assignment problem for a flow network with node failure using fuzzy optimization. |
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| Authors: | Hassan, M.R.1 (AUTHOR), Hamdy, H.1 (AUTHOR), Alkhalaf, Salem2 (AUTHOR), Bahaa Eldin, Ayman M3 (AUTHOR), Ahmed, Mahrous4 (AUTHOR), Hemeida, A.M.1,5 (AUTHOR) ashraf@aswu.edu.eg |
| Source: | Ain Shams Engineering Journal. Jun2022, Vol. 13 Issue 4, pN.PAG-N.PAG. 1p. |
| Subjects: | Mathematical optimization, Fuzzy algorithms, System failures, Genetic algorithms, Membership functions (Fuzzy logic), Assignment problems (Programming), Computer networks |
| Abstract: | The optimal components assignment problem in a flow network with node failure in the presence of system reliability and total lead-time constraints is studied in this paper. By using fuzzy membership functions, we formulated the problem as fuzzy linear optimization. Genetic optimization algorithm with fuzzy optimization is suggested for solving the presented problem. The suggested approach succeeded in finding an optimal solution that distinguishes with increasing reliability and minimizing total lead-time. The suggested technique is examined on various models, four nodes, six nodes, and eight nodes computer networks. [ABSTRACT FROM AUTHOR] |
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| Database: | Engineering Source |
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